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    "long_description": "CareMessage is a social enterprise and the largest patient engagement platform for low-income populations in the United States. We deliver personalized health education and care coordination through text messaging — reaching patients where they already are, in the language they speak, at the moments that matter most. Unlike technology built for large health systems and adapted down, CareMessage is designed from the ground up for organizations serving low-income, historically marginalized communities.\r\n\r\nFounded in 2012, CareMessage has now engaged more than 22 million people across 45 states, partnering with Federally Qualified Health Centers, Free and Charitable Clinics, and Tribal Health Organizations to produce measurable improvements in health equity — and we publish the evidence to prove it. As a nationally-recognized social enterprise we reinvest revenue into impact. We believe driving profit and purpose are not trade-offs, they are the same strategy.\r\n\r\nCareMessage has been recognized by TIME 100 Most Influential Company for Impact in Equality, Inc. Best in Business for Social Good, and recognized at the World Economic Forum for Social Entrepreneurship. Learn more about our work at: www.caremessage.org/impact",
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    "team_size": 45,
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    "year_founded": 2012,
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        "full_name": "Vineet Singal",
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        "founder_bio": "Vineet Singal is the Co-Founder and CEO of CareMessage. Previously, he conducted and\npublished peer-reviewed research in molecular biology and epidemiology at the Mount\nSinai School of Medicine and the National Institutes of Health. Vineet has served as a\nstudent representative on the Stanford Board of Trustees and the Stanford Medicine\nCommunity Council and graduated with University Distinction from Stanford.",
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        "founder_bio": "Driven by her experiences growing up in a low-income immigrant household, Cecilia takes a patient-centric approach to product development with a relentless focus on user research. Outside of her work at CareMessage, she is an advocate for Diversity and Inclusion in the tech industry through collecting and publishing data on Latina Tech Founders. Cecilia was on the 2019 Forbes 30 under 30 list for Healthcare and graduated with a B.S. in Product Design Engineering from Stanford University.",
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        "date": "Sep 01, 2026"
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      {
        "title": "CareMessage: 2026 TIME100 Most Influential Companies",
        "url": "https://time.com/collection/time100-most-influential-companies/2026/caremessage/",
        "date": "Apr 29, 2026"
      },
      {
        "title": "CareMessage unveils AI assistant to address health equity gaps | MobiHealthNews",
        "url": "https://www.mobihealthnews.com/news/caremessage-unveils-ai-assistant-address-health-equity-gaps",
        "date": "Nov 21, 2024"
      },
      {
        "title": "Mobile integration could improve FQHC quality metrics | Healthcare IT News",
        "url": "https://www.healthcareitnews.com/news/mobile-integration-could-improve-fqhc-quality-metrics",
        "date": "Sep 03, 2024"
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    "all_locations": "MH, India; Remote",
    "long_description": "AlgoSurg builds surgical AI for medical device companies: anatomy AI and planning software that runs inside their robots, navigation systems and patient-specific devices. Our knee planning AI is licensed to leading implant OEMs and in commercial use on the robotic knee platform across India (200+ robots). Partners hold the clearances; we supply the software and its documentation. Hip, TAVR, bone tumor, shoulder, spine, CMF and IntraOp are in pilot/partner-testing/commercial/in-development.",
    "one_liner": "Surgical AI for medical device companies: Patient scan to robot-ready…",
    "team_size": 3,
    "industry": "Healthcare",
    "subindustry": "Healthcare -> Healthcare Services",
    "launched_at": 1510247000,
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        "full_name": "Vikas Karade",
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        "full_name": "Adeel Yang",
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        "founder_bio": "Cofounder of Medumo (acquired),\ncofounder of Picmonic (acquired), physician, father of 2",
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    "id": 12582,
    "name": "Pair Team",
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    "long_description": "Pair Team is building a new kind of healthcare system across Medicaid, Medicare, and public assistance programs: one that recognizes that access to housing, nutritious food, and reliable transportation are just as critical to health as having the right medications or seeing a doctor. We run one of the largest medical groups for complex, low income patients and our next chapter is building a vertically integrated AI care manager to support any clinical, behavioral, or social need for everyone.",
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    "team_size": 500,
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    "subindustry": "Healthcare -> Healthcare Services",
    "launched_at": 1556171666,
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        "body": "Hi everyone! We are Daniel, Felix, and Samuel, and we are building Cellbyte.\n\n**TL;DR:** [Cellbyte](https://cellbyte.com)’s AI agents help pharma companies launch new drugs worldwide. Market-leading firms are using Cellbyte to answer questions like “What price can we achieve for our new drug in the U.S. versus Germany?“.\n\n![uploaded image](/media/?type=post&id=83038&key=user_uploads/820521/da2f6118-b254-4f9c-bc07-97db95767dc6)\n\n\n# **Problem:**\n\nMost medicines being launched are missing their revenue potential by a large margin due to messy pharma data causing expensive inefficiencies. When preparing a drug launch, pharmaceutical manufacturers have to choose between three options:\n\n* **Manual research:** time-consuming, human errors, language barriers\n* **Databases:** $300k / year, poor data quality, limited scope\n* **Consulting:** $300k / project, answers in weeks, data snapshots\n\n# **Solution:**\n\n* Cellbyte consists of 3 main layers:\n  * **High-quality data:** comprehensive, globally interconnected, up-to-date\n  * **Analytics:** instant due to integrated databases, personalized to each user\n  * **Workflows:** built on deep user understanding, human-in-the-loop-interactions, consulting-level outputs\n* Cellbyte’s AI workforce replaces Legacy Providers\n* We’re live in **12 key markets,** adding new ones every week\n\n# **Who we are:**\n\nThe three co-founders have known and worked with each other for many years: Daniel brings 5+ years of industry experience from his previous job at leading global Life Sciences consultancy Simon-Kucher. Felix has sold $3m+ ACV enterprise deals to customers like H&M for his previous YC startup. Samuel holds an MSc in Information Systems from TUM, and has built enterprise AI applications from scratch as ML Engineer at Celonis.\n\n![uploaded image](/media/?type=post&id=83038&key=user_uploads/820521/9cc5b7f4-b6f4-4f9a-8d67-28bf52a576cb)\n\n\n# **Asks:**\n\n* **June 2025 - We are fundraising!** Get in touch with Felix (felix.steinbrenner@cellbyte.com) if you are an investor or happen to know someone who might be a good fit.",
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        "full_name": "Sanskar Jain",
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    "long_description": "Mantys builds AI agents that automate healthcare and insurance operations. We work with some of the largest healthcare groups in the Middle East, including Aster, NMC, Zulekha, Medcare, Thumbay and Fakeeh. Our agents automate patient access workflows such as insurance eligibility, registration and prior authorization by working across hospital information systems, payer portals and unstructured documents. Today, Mantys is deployed across 100+ healthcare facilities and processes workflows for more than 40,000 patients every day.",
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        "id": 70496,
        "title": "Mantys: ARR reporting and forecasting tool for SaaS companies",
        "tagline": "Mantys helps SaaS companies calculate and forecast their ARR accurately in real time without using multiple spreadsheets.",
        "body": "Hey everyone!\n\nWe are excited to Launch [Mantys](https://mantys-new-d3fdb94a4d5f489b27ad571898cf.webflow.io/#top) to all of you!\n\nMantys helps SaaS startups get **real-time visibility of their ARR Cycle**. If you struggle to know what your contracted, live and realised ARR are at given point of time or need to go through a lot of manual effort to reach there, we can help you.\n\n**Problem:**\n\nAs companies grow, revenue is not just revenue, it is Contracted ARR, Live ARR, Realised ARR, Churn, expansion, etc. and it becomes increasingly difficult to keep a track of them due to:\n\n* **Data sitting in disparate locations:** Contracted ARR sits in CRM(Salesforce/Hubspot), Billed ARR sits in a billing software(Stripe, Chargebee), Churn sits in CS software(Gainsight) or Excel sheets, so on and so forth.\n* **Most of the tracking ends up happening in Google/Excel sheets** which leads to dependency on individuals, high chance of errors and inability to handle multi-dimensional data\n* **Difficult to forecast complex business models:** SaaS has matured and there are complex pricing models like usage based, hybrid emerging which makes customer level forecasting even more difficult.\n\nAs a result, founders/CFOs are not able to answer fundamental questions like what their ARR is, how much is actually realised, what is the onboarding cycle, how will it impact cash flow etc. at any given point of time leading to governance issues and lack of actionable insights. **It takes them 5-7 days every month to just compute revenue metrics.**\n\n![Twitter 上的Chetan Puttagunta：\"There's ARR and then there's ARR  https://t.co/XMKKkooAsM\" / Twitter](https://pbs.twimg.com/media/E34eGfvUUAADQ6C.jpg)\n\n**The solution**\n\nMantys helps SaaS companies calculate and forecast their ARR accurately in real time without using multiple spreadsheets. For example, NextBillion uses Mantys to pull data from HubSpot and Chargebee and create real-time views of their Contracted ARR, Billed ARR, Churn, and forecasted ARR.\n\nWe enable them to:\n\n* **Establish a single source of truth and automate processes:** Integrate with CRM, Accounting and Billing software to get real time visibility of your Contracted ARR, Billed ARR, Realised ARR, Unearned ARR, Expansion, Contraction, Churn, etc., broken down at customer & cohort level and use the data cleaning layer to reduce 80% of manual effort\n* **Get actionable insights and take corrective action faster:** Know the exact cycle between Contracted to Billed to Realised and reasons for discrepancies for different dimensions like time period, region, industry, etc,. and take actions preemptively to avoid accidents\n* **Simulate different what-if scenarios in minutes and forecast:** Build different scenarios to see how Bookings will translate into billing and cash flow and forecast at a customer/cohort level taking into consideration both revenue and usage data\n\n**We know every business is complex and has it nuances. We have however, solved this problem for multiple Series A+ SaaS companies like MoEngage, Locus, etc. and have identified patterns for data cleaning and transformation across businesses. And we know how to handle them.**\n\n* Recording Unbilled or unearned entries? Just enter on the system\n* Usage based revenue? Integrate your usage data\n* Don’t have a common identifier across systems? We can handle it.\n* Multiple entity or currency issues? Don’t worry, we will convert it.\n\nAnd we provide best-in-class templates which help SaaS startups get up and running in days with very minimal effort involved from their end.\n\n**Our ask:**\n\n* Have trouble figuring out your ARR lifecycle? Schedule time to chat here: <https://calendly.com/kriti-25/kritiarora_mantys>\n* If you know any growth stage SaaS company who might be a fit, please introduce us.",
        "url": "https://www.ycombinator.com/launches/IL2-mantys-arr-reporting-and-forecasting-tool-for-saas-companies",
        "votes": 71,
        "created_at": "2023-03-23T15:07:20.443Z"
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        "id": 68546,
        "title": "Mantys - Modern day business planning & analytics tool for SaaS startups! 🚀",
        "tagline": "Helps companies take real-time data-backed decisions and plan growth scenarios.",
        "body": "👋🏼 Hello! We are Mantys and we are a Business Planning & Analytics tool with a focus on helping SaaS startups get **real-time visibility of their ARR Cycle**. If you struggle to know what your contracted, live and realised ARR are at given point of time or need to go through a lot of manual effort to reach there, we can help you.\n\n**The Problem** \\\nAs companies grow, It becomes increasingly difficult to track and forecast their Contracted ARR, Live ARR, Realised ARR, Churn, expansion, etc. due to:\n\n* **Data sitting in disparate locations:** Contracted ARR sits in CRM(Salesforce/Hubspot), Billed ARR sits in a billing software(Stripe, Chargebee), Churn sits in CS software(Gainsight) or Excel sheets, so on and so forth.\n\n\n* **Most of the tracking ends up happening in Google/Excel sheets** which leads to dependency on individuals, high chance of errors and inability to handle multi-dimensional data\n\nAs a result, founders/CFOs are not able to answer fundamental questions like what their ARR is, how much is actually realised, what is the onboarding cycle, how will it impact cash flow etc. at any given point of time leading to governance issues and lack of actionable insights.\n\n\\\n**The Solution**\\\nThus, we are building Mantys, a SaaS platform that helps companies:\n\n* **Get and track all their real-time data** – including financial and business metrics – in one place, simulate different scenarios, get insights faster, and be empowered to plan for the future.\n* Integrate with varying sources of data (like CRM, Accounting tools, etc.) and **automate the manual processes**/grunt work (reduce the time taken to generate reports and metrics by atleast 60%):\n* **Get access to best-in-class planning and analysis templates** to reduce the onboarding time to hours than months\n\nWe know every business is complex and has it nuances. We have however, solved this problem for multiple Series A+ SaaS companies like MoEngage, Locus, etc. and have identified patterns for data cleaning and transformation across businesses. And we know how to handle them.\n\n![uploaded image](/media/?type=post&id=68546&key=user_uploads/770036/8670ac5e-9582-422d-a086-922d5d9b259e)\n\n**Who we are**\n\nKriti worked with a growth-stage VC fund in the past and helped a lot of portfolio companies build their MIS and plans and Mudit worked on creating data pipelines and parsers at DE Shaw.\\\nWe have the required domain expertise and skills to be able to solve this problem.\\\n\\\n**Ask:**\n\nIf you are interested or know any Series A+, $6-7Mn ARR+ SaaS companies who are facing a similar challenge, we would love to talk. You can email us at [kriti@mantys.io](mailto:kriti@mantys.io) and [mudit@mantys.io](mailto:mudit@mantys.io)",
        "url": "https://www.ycombinator.com/launches/Hpa-mantys-modern-day-business-planning-analytics-tool-for-saas-startups",
        "votes": 114,
        "created_at": "2023-01-19T10:23:27.549Z"
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    "name": "Clearest Health",
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    "long_description": "Clearest Health is an AI-enabled revenue recovery platform for independent healthcare practices with underpaid out-of-network claims. Through verified IDR benchmarks, claim analysis, and audit-ready dispute support, Clearest helps providers strengthen No Surprises Act appeals and recover revenue that might otherwise be written off.",
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        "full_name": "Nicolas Raga",
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        "full_name": "Srinjoy Majumdar",
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        "title": "Shasta Health 🌄 - Hybrid care for muscle and joint pain",
        "tagline": "We combine expert physical therapists with AI care programs",
        "body": "**TL;DR:**\n\n[Shasta Health](https://www.shasta.health/)‘s AI Platform provides muscle and joint pain relief **from home** at **¼ the cost** of traditional physical therapy. We combine computer-vision based care programs with expert physical therapists to deliver personalized care at scale. For providers, our platform automates patient acquisition, documentation and billing so they earn **3x more** than at a big clinic.\n\n**If you are in CA, **[**sign up for an appointment today**](https://beta.shasta.health/patient/onboarding)**.**\n\n### The Problem\n\nWe’ve talked to hundreds of PTs over the last few months who are burned out and looking to leave their profession. Existing digital MSK solutions are not personalized and only accessible through employer plans.\n\n1. Physical therapists (PTs) only keep **25%** of the revenue they generate for their clinics. To earn enough money, they have to see more than 20 patients per day, spending **less than 15 minutes** with each one.\n2. This leads to low patient satisfaction. Patients waste **5 hours** of time in the clinic and spend **$90** in co-pays in a typical week. **Only 30%** actually finish their full plan of care with the top complaint being lack of time and motivation.\n3. Low adherence means the only alternatives are turning to opioids or surgery. This drives over **$600 billion** in annual healthcare spend on MSK conditions.\n\n# \n\n### The Solution\n\nShasta Health provides **integrated** muscle and joint pain relief **at home**, combining expert care from PTs with AI tools to improve care plan adherence. Here is what happens when you come to Shasta Health:\n\n1. You fill out a secure intake powered by an language model + computer-vision with your symptoms. We use this to match you with the right physical therapist and automatically generate documentation on the backend.\n\n   ![uploaded image](/media/?type=post&id=73766&key=user_uploads/896902/35c9bea3-c7b1-4858-afe9-87f633478f29)\n\n2. You meet with your physical therapist in an hour-long 1:1 or group session. The PT already knows your history and evaluates you over video using our computer-vision based tools. They also teach you exercises to relieve the pain.\n\n   ![uploaded image](/media/?type=post&id=73766&key=user_uploads/1247241/a5af27c5-eb8c-4d20-82a1-8f52ae82d6f4)\n\n3. After the appointment, we generate a personalized care plan based on the provider’s notes. We track your progress daily and provide real-time feedback using computer-vision during the exercises\n\n   ![uploaded image](/media/?type=post&id=73766&key=user_uploads/896902/f83d300d-8a20-43b5-84d7-df41edbeeb93)\n\n\n# \n\n### Who are we?\n\nWe’ve been friends and working together for over a decade - starting with a middle school robotics team in Pransu’s garage in Cupertino. We are advised by Dr. Ayoosh Pareek (Orthopedic Surgeon at Hospital for Special Surgery) and Dr. Laurel Mines (PT, DPT, Owner of Bay Laurel Athletics).\n\nSrinjoy was previously a Senior Engineer at Microsoft, where he led computer-vision projects on the HoloLens AR headset for healthcare companies. Pransu built medical billing software at Athelas (YC16), led an engineering team at Cockroach Labs, and brings research experience in telehealth privacy from UC Berkeley.\n\nWe reconnected after Srinjoy moved back to the Bay Area to take care of a family member with a critical medical condition. He spent most of last year in numerous PT appointments and grew frustrated with the broken system. We teamed up and started Shasta Health to improve the delivery of hybrid care for MSK conditions.\n\n# \n\n# **Asks**\n\n1. Do you have any muscle or joint pain? Sign up for an 1:1 or group session with an expert PT to try out the experience for yourself (no referral required). We’ve run several successful group sessions with YC founders already. [Sign up here](https://beta.shasta.health/patient/onboarding)\n2. Do you have any contacts at health systems / hospitals / payers? We would appreciate any intros as we try to scale up our patient acquisition channels (email [founders@shasta.health](mailto:founders@shasta.health))\n3. Do you know any physical therapists that are interested in contract positions or going independent? We would love to talk to them as we scale our provider network",
        "url": "https://www.ycombinator.com/launches/JBm-shasta-health-hybrid-care-for-muscle-and-joint-pain",
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        "created_at": "2023-08-03T16:34:42.031Z"
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    "all_locations": "San Francisco, CA, USA",
    "long_description": "We use generative AI to call insurance on behalf of healthcare clinics. We save clinics up to 40 hours of calls every week over existing outsourced human solutions. \r\n\r\nCompared to the existing solutions for benefits verifications: \r\n- We're faster -- by default, we have a turnaround of 24 hours compared to typically a 3 day turnaround for competitors\r\n- We can reach more payors -- as long as they have a phone line, we can support calling them for benefits. There's quite a few payors in both medical and dental (e.g. Seledent) that have yet to offer a digital retrieval of benefits\r\n- We're reliable and consistent -- there is no person-to-person variation or question skipping when it comes to working with software\r\n",
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        "title": "Health Harbor - Automated billing for private medical practices",
        "tagline": "Never call insurance again.",
        "body": "### **Hey everyone! We are Nathan, Alan, and Gloria from Health Harbor.**\n\n**TL;DR:** Private practices spend hours every week talking with insurance trying to determine fee coverage so patients don't end up with a surprise bill. Health Harbor uses AI to automate billing for private practices by having an AI call insurance on their behalf. Check us out: [https://healthharbor.co](https://healthharbor.co/)\n\n![uploaded image](/media/?type=post&id=73410&key=user_uploads/1322783/392081ad-49f0-4086-a585-4d1df7292820)\n\n### **The Problem**\n\nImagine spending almost 100 million hours on the phone with medical insurance. Trust us, medical providers can. Over 230,000 private practices in the US spend more than 8 hours every week sitting on the line with insurance trying to determine the amount insurance will cover.\n\n### **The Solution**\n\nHealth Harbor relieves doctors’ offices from needing to call insurance. Instead they can simply submit requests through Health Harbor’s HIPAA certified portal.\n\n![uploaded image](/media/?type=post&id=73410&key=user_uploads/1322783/81fa57fd-de79-4030-9fe3-8e8d20fa99ee)\n\nFurthermore, by enabling admin to quickly request coverage on specific procedure codes, Health Harbor allows physicians to perform more procedures in fewer visits thus compressing revenue cycles from 4 weeks to 1 week.\n\n### **The Team**\n\nWe are Nathan, Alan and Gloria. Nathan comes from an early stage startup, Liminal Sciences, that went public with Hyperfine four years after its inception where he aligned the team on product strategy and built the product as a designer and software engineer. In Alan’s past life, he wrote software for AI systems like speaker identification at Meta’s Portal and prediction of occluded objects at Nuro. As for Gloria, she planned multi-year growth trajectories while at Bain and the Gates Foundation. \n\n### **The Ask**\n\n1. Customer Intros: Please reach out to us at [founders@healthharbor.co](mailto:founders@healthharbor.co)\n   * If you currently call health insurance,\n   * If you personally know anyone who complains about calling insurance (including dentists and any other private practice physicians),\n   * If you know anyone in private equity firms that manage private practices.\n2. Follow us on [LinkedIn](https://www.linkedin.com/company/health-harbor/)",
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    "name": "Decoda Health",
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        "full_name": "Daniyal Afzal",
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        "title": "Decoda Health: the operating system for elective care",
        "tagline": "Where healthcare operations become intelligent.",
        "body": "Clinics that rely on point solutions and disconnected tools create missed opportunities, fragmented patient experiences, and endless admin work.\n\n**Decoda Health** **is the operating system for modern elective-care clinics.** Our AI agents answer calls, take notes, keep calendars full, and handle patient follow-ups - all on top of a unified platform for scheduling, payments, memberships, prescriptions, labs, and analytics.\n\nWe’re live in **150+ clinics**, processing **$100M+** annually, saving **$7M** in admin time, and generating **$20M+** in new revenue for our customers. We have grown more than ten-fold in the last 6 months.\n\nhttps://youtu.be/Ala-OpQMy4M\n\n### Problem\n\nEvery clinic has knowledge - how patients move through the workflow, which tasks matter most, what providers need, what's already been done, what's still pending.\n\nBut that knowledge lives in **ten different tools** and the minds of staff who come and go.\n\nSo every day feels like starting from scratch:\n\n![uploaded image](/media/?type=post&id=96026&key=user_uploads/1279796/be2f277d-ce92-4e4d-91f7-bcca78422717)\n\nThis isn't a workflow issue. **It's a missing foundation.**\n\n### **Solution**\n\n![uploaded image](/media/?type=post&id=96026&key=user_uploads/1279796/65d5dc7a-69ef-430c-a89f-5d4376294f1a)\n\nFirst, we built the **full suite of modules every clinic needs**: scheduling, intake & consent forms, unified communications, charting & documentation, inventory & checkout, patient messaging, and reporting & analytics.\n\nThen we layered on intelligent agents that carry deep context and perform tasks like **answering calls, taking notes, and keeping calendars full.**\n\nBecause these agents and modules live inside the same platform, every workflow becomes connected and actionable.\n\nThe more a clinic uses Decoda, the **smarter** and **more streamlined** it becomes. This creates a **compounding advantage:** each clinic builds more longitudinal data, each agent becomes smarter with greater context, and each workflow grows increasingly deterministic.\n\nOver time, the system becomes not just a tool, but a **trusted co-pilot for running the clinic**.\n\n![uploaded image](/media/?type=post&id=96026&key=user_uploads/1279796/ee1b49ba-10ab-4e46-9e86-f9d152c5c10f)\n\n### Why Now\n\n**AI gives tiny teams massive leverage.** As a team of &lt;10 people, we’ve already out-shipped incumbents with 500-person orgs. This moment, and our focus on clinic workflows, creates a rare window to build a category-defining platform.\n\n![uploaded image](/media/?type=post&id=96026&key=user_uploads/1279796/f3e45a34-b6a8-4599-89bc-0606823b3237)\n\n### Starting with elective care\n\nMore people want to live longer, happier, and healthier and are willing to spend on caring for themselves.\n\nWe are starting with a focus on **wellness, longevity, anti-aging, medical aesthetics, dermatology,** and **cosmetic surgery practices.**\n\nThis segment of care is growing fast and remains underserved by incumbent solutions.\n\n### Ask\n\nIf you know someone operating an elective care clinic or any talented folks that want to join us on our mission in any capacity (engineering, sales, ops, etc.), we’d love to hear from you.\n\n✉️ email us at [founders@decodahealth.com](mailto:founders@decodahealth.com)!\n\n💼 share our careers page with your talented friends: [link here.](https://app.dover.com/jobs/decodahealth)",
        "url": "https://www.ycombinator.com/launches/Oyo-decoda-health-the-operating-system-for-elective-care",
        "votes": 17,
        "created_at": "2025-12-08T21:56:43.573Z"
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    "all_locations": "Boston, MA, USA",
    "long_description": "Maven Bio is a live intelligence platform for biopharma teams. It continuously monitors clinical, regulatory, company, and deal developments, identifies what matters to each team's priorities, and delivers signals and updates to keep key documents current. Its monitoring agent can apply edits automatically, with sources attached and the option to roll back changes.\r\n\r\nMaven runs thousands of monitors across company and individual product websites, trade press, health technology assessment bodies, and patient advocacy groups worldwide. Teams use that intelligence to maintain competitive views, asset screens, and recurring briefs, in Maven or through connected AI assistants and custom workflows.",
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        "full_name": "Michael Brady",
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        "founder_bio": "Helping BioPharma teams evaluate therapeutic opportunities. Passionate about building AI-native software. Boston native.",
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        "linkedin_url": "https:https://www.linkedin.com/in/mbrady4/",
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      {
        "user_id": 1372801,
        "full_name": "Arjun Murthy",
        "title": "Founder",
        "founder_bio": "Proactive Biopharma intelligence. Passionate about helping teams in life sciences navigate complexity with the right information at the right time. ",
        "is_active": true,
        "linkedin_url": "https://linkedin.com/in/arjunmurthy1",
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        "title": "Software Engineer, Full Stack",
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        "title": "Maven Bio - Your AI analyst for BioPharma market intelligence",
        "tagline": "Empowering BioPharma professionals to get more done by pairing AI-powered research with a world-class BioPharma database. ",
        "body": "**TL;DR:** Maven Bio’s AI Analyst can construct a full competitive landscape, research specific drugs or companies, or analyze trial data, all by leveraging our curated content library of over 10 million BioPharma documents. Join hundreds of users from the world's top BioPharma companies, consultancies, and venture capital firms and try our robust free tier at [mavenbio.io](http://mavenbio.io)\n\n**🎯 The Problem:**\n\nMore than 90% of clinical-stage drugs fail - yet while scientific failures get most of the attention, \\~20% of all programs actually fail for business and commercial reasons. \n\nWhy? \n\nToday, therapeutic opportunities are evaluated using a highly manual process with fragmented information along with a heavy dose of consultants, hundreds of slides, and dozens of disparate data sources, which makes it difficult and time-consuming to assess the commercial potential of a drug.\n\n**✨ Our Solution**: \n\nMaven Bio’s AI Analyst for BioPharma Market Intelligence empowers teams to get smart on an opportunity area and understand the competitive landscape faster and more effectively.\n\nUnlike a generative chatbot or traditional database that provides rows of data but takes no action, Maven Bio’s AI Research Analyst **_actually performs analysis for you_**, giving you meaningful insights on critical BioPharma business questions like:\n\n* _What is the competitive landscape, and how differentiated is a given drug compared to current treatments?_\n* _What are the different approaches companies are taking to develop drugs for this disease, and how do they compare?_\n* _How are patients treated today, and what are the gaps in treatment and the level of unmet need?_\n\nIn a field where accuracy is crucial, we leverage our proprietary content library of over 10 million BioPharma documents with a unique combination of both financial and scientific information, including drug and trial data, press releases, SEC filings, earnings transcripts, and much more to provide unrivaled breadth and depth.\n\n<https://youtu.be/eG2awolu3cM>\n\n👋 **Our ask: How you can help** \n\n* Join hundreds of users across top BioPharma companies and try it yourself at [mavenbio.io](http://mavenbio.io) - we have a robust free tier!\n* Connect us with relevant professionals in BioPharma, including: \n  * Consultants focused on the BioPharma space\n  * Business development, corporate development, and new product planning roles at BioPharma companies\n  * Investment professionals (bankers, VCs, etc.) focused on Biotech\n\nIf you want to discuss additional customizations available in our Enterprise plan, or just want to chat, connect with us [here.](https://cal.com/team/maven-bio/intro)\n\n![uploaded image](/media/?type=post&id=85261&key=user_uploads/89898/4d362486-e4bb-4cfb-ac0a-0077cc49171f)\n\n",
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    "all_locations": "New York City, NY, USA",
    "long_description": "Fortuna is a one-stop solution that helps consumers navigate Medicaid end-to-end from eligibility and enrollment to renewing coverage. \r\n\r\nOur platform creates value as the middleware layer for the $800B Medicaid ecosystem.",
    "one_liner": "TurboTax for Medicaid",
    "team_size": 29,
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    "subindustry": "Healthcare -> Healthcare IT",
    "launched_at": 1691019691,
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    "stage": "Growth",
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        "full_name": "Cydney Kim",
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        "founder_bio": "Healthcare operator (Halo Dx, McKinsey, Bridgewater)",
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        "founder_bio": "Building the TurboTax for 90M Americans on Medicaid. Did things at Truepill, a16z, RRE Ventures, and Oscar Health.",
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        "title": "Exclusive: Medicaid navigator Fortuna Health inks $4M seed joined by John Legend",
        "url": "https://www.axios.com/pro/health-tech-deals/2023/11/15/medicaid-navigator-fortuna-health-raises-4m-seed-john-legend-a16z",
        "date": "Nov 15, 2023"
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        "id": 73742,
        "title": "Fortuna Health: TurboTax for Medicaid",
        "tagline": "We simplify Medicaid application filing and renewals",
        "body": "**TLDR** - Fortuna Health is TurboTax for Medicaid. We simplify Medicaid application filing so consumers can easily check eligibility, enroll, and renew their coverage.\n\n**The Problem**\n\nToday, \\~90M Americans on Medicaid face acute challenges with eligibility screenings and (re)enrollment. It takes hours for consumers to navigate glitchy websites and long, paper Medicaid forms.\n\n![uploaded image](/media/?type=post&id=73742&key=user_uploads/89898/ebdc0992-91cf-4f63-b15d-9fd3402c314b)\n\nThe experience is so poor that procedural reasons (e.g., form errors, missing a notice in the mail) account for a staggering 75% of disenrollments. This is terrible for consumers who lose coverage and produces huge downstream consequences: Medicaid health plans (MCOs) lose over $30B from churn, providers suffer $13B in lost patient revenue and uncompensated care, and states waste $8B on administrative costs.\n\nMore than ever before, Medicaid enrollment demands immediate attention given the ongoing Medicaid redetermination crisis putting 15M enrollees at risk of losing coverage in the next 18 months.\\\n**\\\nOur Solution**\n\nFortuna solves the $57B enrollment problem with a consumer product (beautiful, simple state Medicaid filing experience just like Turbotax is for taxes). By making products that consumers want to use, we unlock immense value for providers and health plans.\n\n![uploaded image](/media/?type=post&id=73742&key=user_uploads/89898/a3771849-1883-4036-8992-88cec6086161)\n\nOur unique approach provides consumers with a seamless web experience, eliminating the need to interact with state portals. We offer 60-second eligibility checks and 5-minute (re)enrollment in 7 languages. To accelerate completing applications, we allow consumers to connect accounts that auto-populate their filings, provide a \"virtual\" mailbox for state and health plan communications, and send text notifications for urgent actions.\n\nProviders and health plans have had limited real-time visibility into enrollment and revenue risk until now. The Fortuna platform allows providers and health plans to seamlessly monitor Medicaid enrollment status and consumer next steps, receive real-time updates on contact information, and benefit from comprehensive analytics.\n\nOur vision is to transform the enrollment experience and expand our products to become the consumer-facing digital infrastructure that powers the $800B+ Medicaid ecosystem.\n\n**The Team**\n\nWe’re all former operators and engineers with experience scaling early and mid-stage healthcare startups that covered Medicaid.\n\n* Cydney is a former management consultant who helped scale a health tech company from seed to Series C as General Manager and VP of Operations and Strategy. 30% of the company’s patients were Medicaid beneficiaries.\n* Ben was the first software engineer at behavioral health revenue cycle startup Juniper (YC W21) and helped grow the engineering team to 12. Almost 40% of children in the US are covered under Medicaid/CHIP.\n* Nikita started her career at Oscar Health and spent the past 2 years at Truepill (YC S17) building pharmacy solutions for community health centers and FQHCs that served Medicaid patients. She was born on public assistance.\n\n**The Ask**\n\nKnow any health plans, hospitals, and provider organizations with large Medicaid populations? Please reach out to [**founders@fortunahealth.com**](mailto:founders@fortunahealth.com)",
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        "full_name": "Gabriel Banks",
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        "title": "Quill Bills: AI billing that makes doctors more money!",
        "tagline": "Transparent, Fast, and Affordable Medical Billing Agency",
        "body": "\n**The Problem**\n\nRight now, every doctor in the US pays for human billers. Some of them outsource it to a billing agency which charges them anywhere from 2% to _10% of total revenue_. (that’s crazy!)\n\nThat on its own is expensive, but there’s also another problem: Since processing bills is expensive, up to **30%** of all claim revenue is denied by health insurance companies, and no follow up is made by the biller to fight it.\n\n**The Solution**\n\nDoctors in the US right now are being charged up to 10% on their bottom line and losing up to 30% of their top line revenue.\n\nWell, we’ve figured out how to fix this problem, by making it a lot cheaper to do billing. We’ve figured out how to do it (nearly) all with AI. We have a team of human billers to do manual checks, but they can process orders of magnitude more claims than a biller doing it manually (which is all of them right now).\n\nThis means we can not only charge lower fees, but also we have more bandwidth to fight that 30% denial rate! So we typically end up making doctors more money.\n\nWe’ve got decades of billing experience on our team, and are already deployed with clinics and hospitals in the US processing millions of dollars in annual claim revenue.\n\n**Offer for Doctors**\n\nIf you or somebody you know is a doctor, we can help them make up to 30% more money every year!\n\nWe have a limited offer for the next 10 clinics/hospitals we bring on: **We’ll do your billing as a white-glove service for a flat 1.8% fee (+ no onboarding fee)**. This is way below market price. Just tell them to ask for the YC discount.\n\n**Links**\n\nhttps://quillbills.com\n\n**Asks**\n\nPlease send us any doctors you know! Doctors who own their own practices are our happiest customers.\n\n![uploaded image](/media/?type=post&id=93732&key=user_uploads/89898/609faa41-c675-45cf-b5f1-c7cbf7c57fd8)\n\n",
        "url": "https://www.ycombinator.com/launches/ONo-quill-bills-ai-billing-that-makes-doctors-more-money",
        "votes": 24,
        "created_at": "2025-09-10T00:32:22.403Z"
      },
      {
        "id": 81746,
        "title": "Quill AI: A 10x more efficient equity research platform",
        "tagline": "Turn PDFs into spreadsheets, export data with citations, and get up to speed on earnings performance within seconds of release",
        "body": "**tl;dr** We are using LLMs to speed up the equity research process by taking the pain out of working with financial filings.\n\n**Problem 1:** **Pulling tables from SEC filings**\n\nThe de-facto current solution is a tool called BamSEC. However, there are a couple of problems with it: a) They don’t provide citation links to their numbers, and b) To merge data from previous filings, you can only do it one table at a time.\n\nQuill solves both these problems. Take a look:\n\n![uploaded image](/media/?type=post&id=81746&key=user_uploads/1188332/a0ad69cc-e3d1-44e3-be24-11b74b4c7147)\n\n**Problem 2: PDFs → Excel is painful**\n\nThis flow normally involves a lot of number-by-number copy-pasting. Quill lets you skip that and turn any PDF into a spreadsheet (extracting all reported numbers and tables) – with citation links for each number.\n\n![uploaded image](/media/?type=post&id=81746&key=user_uploads/1188332/e60269ce-c233-48e5-a639-b4bf03e5d709)\n\n**Problem 3: Earnings season is extremely hectic**\n\nEvery quarter, companies report earnings and investors have to quickly digest the performance, guidance, and Q&A sections of the earnings calls for each of their 20-40 portfolio companies before forming an investment opinion.\n\nQuill lets you digest these sections in an instant. Instead of reading through the raw calls, you get a dashboard that explains the main reported performance and guidance metrics, the key points in management’s commentary, and the key concerns of Wall Street analysts.\n\nFaster workflows mean you can cover more companies per quarter.\n\n![uploaded image](/media/?type=post&id=81746&key=user_uploads/1188332/bf27d425-881e-4da3-8c2d-373a4eff5244)\n\nWe’ve been working hard on these features and would love to get the word out! If you know people who work in:\n\n* Hedge funds\n* Investment banks\n* Equity research\n\nWe’d love to talk to them!\n\nOur website is <https://quillai.com>\n\nReach out to us at [founders@quillai.com](mailto:founders@quillai.com)\n\nBest,\n\nGabriel and Kartik",
        "url": "https://www.ycombinator.com/launches/LGU-quill-ai-a-10x-more-efficient-equity-research-platform",
        "votes": 27,
        "created_at": "2024-06-25T21:56:44.151Z"
      },
      {
        "id": 72889,
        "title": "Quill AI: The financial research assistant",
        "tagline": "Meet Quill, the tool that makes financial research a breeze.",
        "body": "**TLDR:** We let investors a) extract information from SEC filings just by asking, and b) screen stocks much faster. If you have friends in finance who want to get more sleep this week, send them to [quillai.co](http://quillai.co)!\n\nQuill AI lets you search through SEC filings and screen stocks on command. And we don’t just summarize the information - we point you right to the source, making it easy to audit the results.\n\n**The Problem(s)**\n\n* Investors spend hours reading SEC filings looking for key bits of information to use in their models/reports.\n* Existing AI info extraction tools don’t cite sources very well - making them difficult to audit. They also aren’t tuned for financial filings.\n* Current stock screeners require an annoying filtering process to produce meaningful lists of investment opportunities.\n\n**The Solution**\n\n* Quill’s web app, which lets you search for key pieces of information across financial documents in Q&A format.\n\n![uploaded image](/media/?type=post&id=72889&key=user_uploads/820106/c53e2745-e899-4fbe-90c3-341f984067b5)\n\n* Quill’s natural language screener, which lets you ask for stocks matching your desired criteria.\n\n![uploaded image](/media/?type=post&id=72889&key=user_uploads/820106/dec91582-cca8-4c34-ab17-bec911fe7fba)\n\n**Our Ask**\n\n* If you’re an investor or you work in finance, give Quill a shot at [quillai.com](http://quillai.com) – we’re giving users a 7-day free trial. \n* Try the tool. If you think your whole team could benefit from it, send us a message at [founders@quillai.com](mailto:founders@quillai.com) and we’ll get you up and running.\n\nThank you!",
        "url": "https://www.ycombinator.com/launches/Ixd-quill-ai-the-financial-research-assistant",
        "votes": 125,
        "created_at": "2023-07-09T19:28:15.075Z"
      }
    ]
  },
  {
    "id": 29122,
    "name": "Wattson Health",
    "slug": "wattson-health",
    "former_names": [],
    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/e4ba866a12de96b32ebc06498d98a4722760e680.png",
    "website": "https://www.wattsonhealth.com",
    "all_locations": "",
    "long_description": "Wattson Health’s AI agents connect with customers over the phone and SMS. Give us your busiest tasks and we’ll train our agents to take them off your hands.",
    "one_liner": "AI Voice and SMS Agents for Healthcare",
    "team_size": 3,
    "industry": "Healthcare",
    "subindustry": "Healthcare -> Healthcare IT",
    "launched_at": 1690480394,
    "tags": [
      "SaaS",
      "Healthcare",
      "Healthcare IT",
      "AI",
      "AI Assistant"
    ],
    "tags_highlighted": [],
    "top_company": false,
    "isHiring": false,
    "nonprofit": false,
    "batch": "Summer 2023",
    "status": "Active",
    "industries": [
      "Healthcare",
      "Healthcare IT"
    ],
    "regions": [
      "Remote",
      "Partly Remote"
    ],
    "stage": "Early",
    "app_video_public": false,
    "demo_day_video_public": false,
    "app_answers": null,
    "question_answers": null,
    "url": "https://www.ycombinator.com/companies/wattson-health",
    "api": "https://devasheeshg.github.io/yc-api/batches/summer-2023/wattson-health.json",
    "year_founded": 2023,
    "city": null,
    "country": null,
    "linkedin_url": "https://www.linkedin.com/company/wattson-health/",
    "x_url": "https://twitter.com/wattsonhealth",
    "fb_url": null,
    "cb_url": null,
    "github_url": null,
    "logo_url": "https://bookface-images.s3.amazonaws.com/small_logos/e4ba866a12de96b32ebc06498d98a4722760e680.png",
    "app_video_url": null,
    "dday_video_url": null,
    "company_photos": [
      "https://bookface-images.s3.us-west-2.amazonaws.com/attachments/ac98a0a1f434b9f74b46ca851a2d64bfddc3ef9f.png"
    ],
    "primary_partner": null,
    "founders": [
      {
        "user_id": 337920,
        "full_name": "Justin Spitz",
        "title": "Founder",
        "founder_bio": "Justin is currently the CEO & co-founder of Wattson Health (YC S23). Previous work includes Head of Ops @ Maximus, Strategy @ Google, & Analytics @ Dropbox. Outside the office, he's an avid swimmer, basketball fanatic, fantasy football commissioner, points & miles enthusiast, & spicy food addict.",
        "is_active": true,
        "linkedin_url": "https://linkedin.com/in/justin-spitz",
        "x_url": "https://twitter.com/jspitz_",
        "avatar_thumb_url": "https://bookface-images.s3.us-west-2.amazonaws.com/avatars/4436851fd22cc5c1543813ae3e6f229f5345ebdc.jpg"
      },
      {
        "user_id": 10489,
        "full_name": "Cleophus Robinson IV",
        "title": "Founder",
        "founder_bio": "Cleo is currently the CTO & co-founder of Wattson Health (YC S23). Previously worked at YouTube driving engagement and satisfaction metrics for key emerging markets, shorts and gen z. At L3 he created a new driver framework for controlling devices on naval vessels. Outside of work, he enjoys being competitive in sports and games; traveling, cooking, concerts and creating music.",
        "is_active": true,
        "linkedin_url": "https://linkedin.com/in/cleor41",
        "x_url": "",
        "avatar_thumb_url": "https://bookface-images.s3.us-west-2.amazonaws.com/avatars/10ac724420b0aafcb73bbef39a747217867eea2a.jpg"
      }
    ],
    "jobs": [],
    "news": [],
    "launches": [
      {
        "id": 73874,
        "title": "Wattson Health 💊 Pharmacy automation to increase RX throughput & accuracy",
        "tagline": "Connecting fragmented pharmacy systems & automating high error-prone tasks",
        "body": "**TL;DR:** [**Wattson Health**](https://www.wattsonhealth.com/)**’s automation platform integrates with pharmacies' existing systems and enables them to fill prescriptions error-free in a matter of seconds vs. hours or even days.**\n\n### **THE PROBLEM**\n\nMedication errors cost the healthcare industry $40 billion each year, the largest contributor being the manual processes employed by pharmacies. Software development within the pharmacy space has lagged behind other industries. Pharmacies are often saddled with old technology systems that don’t talk to each other. The result is a lot of duct-taped manual solutions in order to fill prescriptions. Entire teams are needed to be hired for data entry and review, costing pharmacies time and money.\n\n### **THE SOLUTION**\n\n[Wattson Health](https://www.wattsonhealth.com/)’s automation platform integrates seamlessly with existing pharmacy software to manage the “prescription lifecycle.”\n\n![uploaded image](/media/?type=post&id=73874&key=user_uploads/337920/71c08cbd-6fc0-4463-accf-f8e2da0cdb35)\n\n* As orders come in, we parse, process, and apply any **auto-curated rules** necessary to progress orders from A to Z in a matter of seconds vs. hours or even days.\n* We run in the background and provide **real-time analytics** and reports.\n* Our **bi-directional APIs** finally provide patients, doctors, and clinics with transparency into the mysterious fulfillment process.\n\n### **THE TEAM**\n\n![uploaded image](/media/?type=post&id=73874&key=user_uploads/337920/6c8b1f3f-f71d-4440-918d-d3b836399f5e)\n\nWe both lived down the hall from each other in our freshman dorm at Stanford back in 2010. Much of our early friendship focused on competitive Super Smash Bros. games (on N64 of course), so much so that we built a robust tracking app to record our matches. Over the last 13 years, we’ve remained close friends and have loved hacking on projects together.\n\n[@Justin Spitz](https://www.linkedin.com/in/justin-spitz/) spent the last 3 years as the first employee of Maximus, a telemedicine startup, scaling it from $0 to $11M in ARR. He saw first-hand how difficult it was to work with pharmacies and built internal tools to streamline operations.\n\n[@Cleophus Robinson IV](https://www.linkedin.com/in/cleor41/) spent the last 6 years at Google & YouTube designing infrastructure and pipelines to facilitate data propagation. He is an expert at building AI/ML models to influence user behavior.\n\nWith Justin’s experience working with pharmacies and Cleo’s background in data pipelines and infrastructure, we’re excited to double down on our skill sets to bring Wattson Health to life.\n\n### **THE ASK**\n\nIf you fall into one of the categories below or know anyone that does, **please reach out**, **introduce us**, or [request a demo](https://www.wattsonhealth.com/) directly on [our website](https://www.wattsonhealth.com/):\n\n* Pharmacy owners, pharmacists, pharmacy techs, etc.\n* EMR/EHR (Electronic Medical/Health Record) companies\n* Telemedicine companies / online clinics\n\nFollow us on [LinkedIn](https://www.linkedin.com/company/wattson-health/) & [𝕏 (Twitter)](https://twitter.com/WattsonHealth) to stay updated – thank you!",
        "url": "https://www.ycombinator.com/launches/JDW-wattson-health-pharmacy-automation-to-increase-rx-throughput-accuracy",
        "votes": 113,
        "created_at": "2023-08-07T18:16:22.231Z"
      }
    ]
  },
  {
    "id": 29159,
    "name": "Healthtech 1",
    "slug": "healthtech-1",
    "former_names": [],
    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/15cc6519a2b0765f7891150168879dacd368471a.png",
    "website": "https://www.healthtech1.uk/",
    "all_locations": "London, England, United Kingdom",
    "long_description": "Healthtech-1 builds clinical AI that navigates patients to the right place, first time. Today we automate eligibility checks, triage and appointment booking for 1,600+ NHS GP practices.\r\n\r\nTomorrow, every healthcare appointment - GP, pharmacy, dentist, physio - is instantly bookable on bookable.health.\r\n\r\nWhy now?\r\nThe NHS has come a long way, but access to it hasn't. Patient satisfaction is at a 25-year low. Automating access to care - eligibility, triage, booking - is how we reverse the trend.",
    "one_liner": "Navigating patients to the right place, first time.",
    "team_size": 40,
    "industry": "Healthcare",
    "subindustry": "Healthcare -> Healthcare IT",
    "launched_at": 1688443537,
    "tags": [
      "Health Tech",
      "Workflow Automation",
      "Digital Health",
      "Healthcare",
      "Healthcare IT"
    ],
    "tags_highlighted": [],
    "top_company": false,
    "isHiring": true,
    "nonprofit": false,
    "batch": "Summer 2023",
    "status": "Active",
    "industries": [
      "Healthcare",
      "Healthcare IT"
    ],
    "regions": [
      "United Kingdom",
      "Europe"
    ],
    "stage": "Early",
    "app_video_public": false,
    "demo_day_video_public": false,
    "app_answers": null,
    "question_answers": [
      {
        "question": "What is the core problem you are solving? Why is this a big problem? What made you decide to work on it?",
        "answer": "We exist to make every NHS appointment [Bookable](https://bookable.health/). Presently only 1% of NHS appointments are easily accessible to patients. For good reason, barriers exist to hide these behind triage forms and long phone line queues. We think we can solve this."
      }
    ],
    "url": "https://www.ycombinator.com/companies/healthtech-1",
    "api": "https://devasheeshg.github.io/yc-api/batches/summer-2023/healthtech-1.json",
    "year_founded": 2022,
    "city": "London",
    "country": "GB",
    "linkedin_url": "https://www.linkedin.com/company/healthtech-1/",
    "x_url": "https://twitter.com/healthtech_1",
    "fb_url": null,
    "cb_url": null,
    "github_url": null,
    "logo_url": "https://bookface-images.s3.amazonaws.com/small_logos/15cc6519a2b0765f7891150168879dacd368471a.png",
    "app_video_url": null,
    "dday_video_url": null,
    "company_photos": [],
    "primary_partner": {
      "name": "Tom Blomfield",
      "url": "https://www.ycombinator.com/people/tom-blomfield"
    },
    "founders": [
      {
        "user_id": 860223,
        "full_name": "Raj Paul",
        "title": "Founder",
        "founder_bio": "NHS Clinical Entrepreneur who grew up running around my parents primary care practice. Ex-management consultant who delivered intelligent automation projects for global banks. \n\nSometimes I teach people how to ski ⛷️",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/rajkumarkohli",
        "x_url": "https://twitter.com/rajpkohli",
        "avatar_thumb_url": "https://bookface-images.s3.us-west-2.amazonaws.com/avatars/1b635c75d727092621d084dc3cbf9ec18be23acd.jpg"
      },
      {
        "user_id": 857509,
        "full_name": "Peter Huang",
        "title": "Founder",
        "founder_bio": "Cofounder and Head of Product of Healthtech 1. \n\nBritish Born Chinese based in London. A deep generalist with skills in product, growth & engineering. Most recently a Web Engineer @ Monzo.\n\nI'm building a health tech automation company with a best friend from school! This is our 2nd company together, having found our true Ikigai in helping a national health system thrive. There isn't a convincing plan to fill the huge staffing gap in the NHS. This is where our automation platform fits in.",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/petejayhuang",
        "x_url": "https://twitter.com/PeteJayHuang",
        "avatar_thumb_url": "https://bookface-images.s3.us-west-2.amazonaws.com/avatars/25f1e64672b7b8c5c7da03dfad2622231912baec.jpg"
      }
    ],
    "jobs": [
      {
        "id": 90068,
        "title": "Account Executive",
        "url": "https://www.ycombinator.com/companies/healthtech-1/jobs/UZRAH1c-account-executive",
        "location": "Stratford, East London",
        "type": "Full-time",
        "role": "Operations",
        "role_type": null,
        "salary_range": "£45K - £90K GBP",
        "equity_range": "0.01% - 0.10%",
        "experience": "3+ years",
        "visa": "US citizenship/visa not required",
        "skills": []
      },
      {
        "id": 90074,
        "title": "Senior Product Engineer",
        "url": "https://www.ycombinator.com/companies/healthtech-1/jobs/rVuqHps-senior-product-engineer",
        "location": "Stratford, East London",
        "type": "Full-time",
        "role": "Engineering",
        "role_type": "Full stack",
        "salary_range": "£80K - £130K GBP",
        "equity_range": "0.05% - 0.20%",
        "experience": "3+ years",
        "visa": "US citizenship/visa not required",
        "skills": []
      }
    ],
    "news": [
      {
        "title": "Healthtech-1 raises $3.5m to automate admin in doctors surgeries ",
        "url": "https://sifted.eu/articles/healthtech-1-raise-monzo-alumni-news",
        "date": "Sep 18, 2024"
      },
      {
        "title": "12 hospital tech startups to watch, according to VCs | Sifted",
        "url": "https://sifted.eu/articles/12-hospital-tech-startups-to-watch-according-to-vcs#:~:text=Gilmartin%2C%20investor%2C%20AlbionVC-,Healthtech%2D1%20%E2%80%94%20UK,-Healthtech%2D1%20automates",
        "date": "Feb 16, 2024"
      }
    ],
    "launches": [
      {
        "id": 73529,
        "title": "Healthtech-1 💙 Making free healthcare sustainable",
        "tagline": "by automating repetitive processes, starting with the first touchpoint: new patient registrations",
        "body": "**Healthcare systems across the world spend $1.1 trillion\\* on repetitive processes completed manually by healthcare staff.** [Healthtech-1](https://www.healthtech1.uk/) automates repetitive processes for healthcare systems. We’re starting with the world’s most famous: the NHS. We’re already live in over 100 primary care practices, and we’re hiring.\n\n---\n\n### **Problem**\n\nIn Britain, from the moment you first open your eyes, to the moment you finally close them, you’re cared for by the NHS free at the point of delivery _\\- it’s a beautiful thing_ 💙\n\nThe NHS is a safety net for the most vulnerable people in British society, and Europe’s biggest employer. This year, as the NHS turns 75, **9/10 people agree that healthcare should be free of charge,** and more than 8/10 of agree that the NHS makes them proud to be British.\n\nBut at the current rate, the NHS won’t see its 100th birthday. Post-pandemic, Britain's most treasured institution is in crisis. **Patient satisfaction is at a 25-year low and 1/7 of staff are in the process of leaving, citing mental and physical exhaustion.**\n\nLonger lives and an ageing population are steadily increasing the complexity and pressure of providing healthcare. **The increasing demand is unsustainable unless the cost of providing care can be massively reduced.**\n\nThe largest single cost is the staff. The NHS pays a $93bn wage bill, for 470k administrators, 740k clinicians, and 50k managers\\*\\*. All of whom spend an eye-watering amount of time on manual repetitive processes: data entry, summarisation, filing, scheduling..._the list goes on._\n\nThe current plan is “hire more staff”, but recruitment isn’t the answer.\n\n### **Solution**\n\nHealthtech-1 uses the latest technology to automate repetitive processes for healthcare organisations. The first automation launched 18 months ago for new patient registrations is now live in over 100 NHS Primary Care practices across England saving over 1000 hours of staff time per week.\n\nSo far we’ve added the equivalent of 25 full-time staff to the NHS providing a 9.8/10 ⭐️ experience to patients, for **half the cost.** That’s how you make free healthcare sustainable.\n\n![uploaded image](/media/?type=post&id=73529&key=user_uploads/860223/c5a83841-8d79-42f0-9689-0a48dee0e89e)\n\nBased out of Raj's parents' primary care practice, the Healthtech-1 team is systematically automating the repetitive processes they experience every day.\n\n### **Team**\n\nIt started as two school friends, now **we’re a team of 5 engineers, 3 doctors, and an accountant.**\n\n[**@Peter Huang**](https://www.linkedin.com/in/petejayhuang/) is an ex-Monzo software engineer that has built products that millions of people love. [**@Raj Kohli**](https://www.linkedin.com/in/rajkumarkohli/) is an NHS Clinical Entrepreneur who has delivered intelligent automation for global banks. After starting our first company, we jumped into healthcare to support Raj’s parents during the pandemic.\n\nWe’re here at YC to redirect the world’s best talent to one of the world’s greatest opportunities for good: universal healthcare.\n\n![uploaded image](/media/?type=post&id=73529&key=user_uploads/860223/7d4df318-8951-4d3d-9137-23a006c6d574)\n\n### **Ask**\n\nIf you know any operators or engineers interested in making something people need, please intro them to [raj@healthtech1.uk](mailto:raj@healthtech1.uk).\n\n\\-\n\n**References:**\n\n_\\*$9 trillion spent on healthcare (_[_WHO, 2022_](https://www.who.int/publications/i/item/9789240064911)_). Admin spend varies between 10-30% depending on the geography (_[_Health Affairs, 2022)_](https://www.healthaffairs.org/do/10.1377/hpb20220909.830296/)_. Let’s assume 12%._\n\n_Global Healthcare Admin spend: $9tr \\*12% = $1.08tr_\n\n_\\*\\*$8.4bn GP practices, $84.6bn in hospital. (_[_The Kings Fund, 2023_](https://www.kingsfund.org.uk/audio-video/key-facts-figures-nhs)_)_\n\n_NHS total staff salaries: 8.4bn + 84.6bn = $93bn._",
        "url": "https://www.ycombinator.com/launches/J7x-healthtech-1-making-free-healthcare-sustainable",
        "votes": 267,
        "created_at": "2023-07-28T06:01:12.000Z"
      }
    ]
  },
  {
    "id": 29418,
    "name": "Sample",
    "slug": "sample",
    "former_names": [
      "Neem"
    ],
    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/6e0d3f747777064eae6051c75654887bc5cb6e33.png",
    "website": "https://samplehc.com",
    "all_locations": "San Francisco, CA, USA",
    "long_description": "Sample Healthcare transforms healthcare operations from a burden into a competitive advantage. \r\n\r\nOur users build copilots in Sample to support processes like patient intake and reimbursement. These copilots don't just speed up work – they capture valuable ground-truth data that make our models smarter over time.\r\n\r\nWe work with leading national providers, already have data from 76% of US oncology clinics, and our network is rapidly expanding across the nation.",
    "one_liner": "Flexible systems for clinical reasoning.",
    "team_size": 5,
    "industry": "Healthcare",
    "subindustry": "Healthcare -> Healthcare IT",
    "launched_at": 1721245489,
    "tags": [
      "Health Tech",
      "Healthcare IT"
    ],
    "tags_highlighted": [],
    "top_company": false,
    "isHiring": false,
    "nonprofit": false,
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Now, when you want to factor in John, who loves working Friday shifts, or Mary who is on Maternity leave — or any of the various things your previous software just could not understand (by anything, we truly mean anything) — Durate can do that with ease in just plain English.\n\n![uploaded image](/media/?type=post&id=85374&key=user_uploads/1617168/cd2cee17-4516-4135-8a20-3d04705db4aa)\n\nDurate is a simple solution for hospital’s most complex problems.\n\n![uploaded image](/media/?type=post&id=85374&key=user_uploads/1617168/69656061-f787-45c1-9db9-40f64b948efd)\n\n# **Moving Forward:**\n\nAlthough we initially focused on scheduling for residency programs, our main goal is to tackle as much complexity as possible in administrative work. 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        "body": "Hi 👋 I’m [Huzaifa](https://www.linkedin.com/in/hsial/). At [Careforce](https://careforce.ai) we're eliminating the human-glue burden of admin & care coordination on staff with AI workers.\n\n### **TL;DR**\n\n* **Reduce the human-glue burden** on your health center staff for admin & care coordination tasks and increase revenue with Careforce AI Agents.\n* **Autonomously Call. Text. Schedule.** across multiple EMR, scheduling, & payer portals in 29 Languages and book 30% more appointments.\n* **Autonomously Sync. Analyze. Identify** unrealized revenue across all portals and plans, without needing to spend time & $$ integrating systems.\n\nhttps://www.youtube.com/watch?v=cWwsuSoAHgk\n\n# **The Problem**\n\nEven after spending almost $800B/yr (almost 70% of revenue) on staffing, Healthcare organizations leave 2/3rd of care unserviced, costing 30% in bookings & $250B/year in care coordination waste.\n\nMost care coordination & data sharing is still manually done by staff through phones, email, fax because of unintegrated systems and custom workflows too unique to automate out of the box.\n\n* **For health centers & practices** this means MAs (short-staffed with front desk and intake) end up spending most of their time on admin tasks and most patients are never outreached & scheduled for vital screenings/visits, leaving a 1/3rd of care unserviced.\n* **For Digital health & CCM companies** this means staffing admin & call centers for outreach, onboarding, task completions, reminders, or answering questions.\n* **For Payers** this means setting up a new call center or admin team every time a new program, benefit, or measure is launched to reach, schedule, onboard, or educate members.\n\n# **The Solution**\n\nCareforce creates autonomous agents that are able to take on these human-glue tasks and **complete them in the same way as your staff would without the need for integrations**. Our AI agents are already 🟢 Live with health centers and digital health companies helping analyze, call, schedule, and generate revenue.\n\n![uploaded image](/media/?type=post&id=85791&key=user_uploads/1090886/4b715375-b238-4976-931a-bee237740ed1)\n\n### **Angelica⟡** **(Admin):**\n\nCan autonomously:\n\n* Call, text, email, and schedule patients autonomously\n* Outreach using 50+ editable scripts (mammograms, pre-post-op, onboarding etc.)\n* Speak in 29 Languages to engage and educate across demographics\n* Make 100 calls / min. and finish a year’s worth of outreach in weeks\n* Leave Voicemails, Sending reminders, and autonomously retry patients as needed\n* Use EMR, Scheduling, payer and provider portals through UI or API Integrations\n\n### **David⟡** **(Data):**\n\nCan Autonomously:\n\n* Sync data from API and Integrations into a centralized AI-friendly data bucket.\n* Use UI to download data across EMRs & portals to create a Universal Patient View\n* Find unrealized revenue, and growth opportunity using your unique workflows\n* Prepare reports, and generate lists for Angelica⟡ to realize the unrealized revenue\n\n**1. David downloading report from an EMR portal**\n\n![uploaded image](/media/?type=post&id=85791&key=user_uploads/1090886/abeb0d09-f12f-40d1-9afd-be02a97357e8)\n\n**2. David** **calculating unrealized revenue**\n\n![uploaded image](/media/?type=post&id=85791&key=user_uploads/1090886/0a585ab1-1749-470f-897d-625600f6dcca)\n\n# **Our Mission 🚀**\n\nAt Careforce our mission is to improve the world's capacity for care.\n\nWithin this coming year, Careforce will solve the interoperability issue for care coordination with David and Angelica and make admin days and admin tasks a think of the past. Doctors, and nurses can finally focus on the patients and a lot more people can get the care they need.\n\n# **Our Ask**\n\n### **Healthcare Orgs:**\n\nLet us take on your calling, coordination, and manual admin work so you can get more patients in the door without burning out your staff. We'd love to learn about your use cases and give you personalized demos unique to your use case. [Book time with us](https://cal.com/helpcare/30min) or email [bettercare@careforce.ai](https://mailto:bettercare@careforce.ai)\n\n### **Healthcare frustrated:**\n\nIf you are annoyed with the state of healthcare, especially around getting care and dealing with the administrative burden of it all. Send us an email at [bettercare@careforce.ai](https://mailto:bettercare@careforce.ai)\n\n![uploaded image](/media/?type=post&id=85791&key=user_uploads/1090886/15ed9b27-e2af-4550-b802-02087ff79cf0)\n\n",
        "url": "https://www.ycombinator.com/launches/MJj-careforce-must-have-ai-agents-for-healthcare-admin",
        "votes": 56,
        "created_at": "2024-11-22T04:13:51.837Z"
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    "long_description": "Harbera helps clinic keep their doctors credentialed and compliant. Our AI software continuously monitors and proactively helps admin teams re-credential doctors, preventing denied claims, disruptions in patient care, and lost revenue caused by doctors falling out-of-network.",
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        "full_name": "Sophia Clark",
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        "full_name": "Veronica Nutting",
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        "tagline": "Harbera helps hospitals and clinic groups keep their doctors credentialed and compliant.",
        "body": "Veronica and Sophia here, we’re building Harbera. Harbera is AI software that helps healthcare organizations keep their providers - physicians, dentists, nurse practitioners - in-network with insurers and compliant.\n\n<https://youtu.be/75SKmVEMBvs>\n\n## Without credentials doctors can’t treat patients\n\nCredentialing is the bureaucratic process of verifying a providers’ qualifications and contracting them with insurance plans. The 900+ insurance companies across the U.S. have different and ever-changing credentialing requirements, and providers need to be re-credentialed regularly. \n\nKeeping providers credentialed is critical. If a provider falls out-of-network, it can take months to get credentialed again. Health systems are often unaware that a provider has fallen out-of-network until claims start getting denied, leading to disrupted patient care and billions in lost revenue.\n\n## Monitoring credentialing is hard and gets harder at scale\n\nThere’s a lot that administrators need to keep track of: updates to insurance plan requirements (often mailed), license and certification expirations, malpractice sanctions, re-credentialing timelines, and more. Today, many back-office teams at hospitals and clinic groups use spreadsheets, filing cabinets, or even repurpose tools like Salesforce to track credentialing.\n\nHere’s why monitoring is challenging for organizations:\n\n* A telehealth company that accepts 10 insurance plans and works with 100 therapists across 30 states needs to track up to 30,000 statuses.\n* A dental group working with 200 dentists needs to track 8,000 statuses. (Dentists are enrolled in over 40 insurance plans on average.)\n\n## What we’re doing\n\nWe are making credentialing easy. Our software integrates with a healthcare organization’s existing systems to continuously monitor and proactively re-credential providers across states and insurance plans. We keep administrators in the loop so providers never fall out-of-network. We make onboarding new providers seamless with real-time document validation. We analyze credentialing trends to identify revenue growth opportunities and optimize staffing.\n\n## About us\n\nWe’re best friends from college. We studied and taught Computer Science together at Harvard. [Veronica](https://www.linkedin.com/in/veronicanutting/) was a software engineer at Stripe, and [Sophia](https://www.linkedin.com/in/sophia--clark/) was a software engineer at House Rx, a specialty pharmacy software startup serving clinics across the country.\n\n## Ask\n\nDo you know health leaders that work in multi-state or multi-practice healthcare organizations, like dental support organizations (DSOs), telehealth companies, hospitals, or clinic groups? We’d love to meet them!\n\nEmail [founders@harbera.com](mailto:founders@harbera.com) to get in touch 🦡🧡\n\n![uploaded image](/media/?type=post&id=87777&key=user_uploads/1991575/efe8f892-45ec-4380-b97e-d95c7791cb63)\n\n![uploaded image](/media/?type=post&id=87777&key=user_uploads/1991575/56e11f74-9f30-48e2-9872-d6dab1efd824)\n\n",
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        "votes": 30,
        "created_at": "2025-02-18T15:52:16.097Z"
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        "full_name": "Pablo Bermudez-Canete",
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        "title": "Paratus Health – Conversational Patient Intake",
        "tagline": "A conversational agent that prescreens patients like an intake nurse.",
        "body": "### **Introducing Paratus – AI-Powered Patient Intake**\n\n**TL;DR**\n\nPatients wait months for an appointment, often with no guidance or symptom tracking in the meantime. When they finally see a doctor, the first 5-10 minutes of the visit are wasted gathering history instead of diagnosing and treating.\n\n**Right now, there are only two ways to handle patient intake:**\n\n* **Static intake forms** – Miss key details, forcing doctors to play catch-up.\n* **Triage nurses** – Costly, difficult to scale, and still prone to oversight.\n\nParatus changes this. Our AI-powered intake assistant gathers symptoms, flags concerns, and delivers a structured clinical summary before the visit even starts—so doctors walk in fully informed.\n\nWatch our demo [here](https://youtu.be/KHh7fp5svY8).\n\n### **It’s Time for a New Wave of AI-Powered Intake**\n\n✅ **Conversational AI engages patients before their visit,** collecting deeper insights than any form ever could.\\\n✅ **Doctor-approved triage** – Uses **500+ Schmitt-Thompson protocols** and cross-checks medical literature.\\\n✅ **Instant structured reports** – Doctors walk in fully prepared with:\n\n* Symptom history & differential considerations\n* Next steps & testing recommendations\n* A pre-visit SOAP note for the EHR\n* A full conversation transcript for review\n\n**Think of it as a triage nurse who never misses a detail—at a fraction of the cost.**\n\n### **How It Works**\n\n1. **Instant Patient Connection** – The patient clicks an SMS link and connects with our AI assistant.\n2. **Conversational AI Consultation** – Our AI dynamically adapts to responses, uncovering key details just like a triage nurse.\n3. **Automated Pre-Visit Reports** – We run the full transcript through our fine-tuned LLM, extracting structured insights for the doctor.\n\n### **The Problem: Long Waits & Inefficient Intake**\n\n* **Months-long wait times** leave patients in limbo with no support.\n* **Doctors start visits blind**, leading to rushed decisions and missed symptoms.\n* **Triage nurses are expensive and inefficient**, yet essential for collecting high-quality data.\n\nParatus solves these problems, ensuring patients feel heard before their visit and doctors can focus on diagnosis, not data collection.\n\n### **What Patients Are Saying**\n\n_\"I called as a mother for my son’s ear pain. I was impressed by the AI’s clarity, empathy, and ability to ask the right questions. Honestly, it was better to talk to than a real nurse!\"_\n\n### **Why Us?**\n\nBest friends Tannen Hall and Pablo Bermudez-Canete, both AI students from Stanford, founded Paratus Health to fix a problem they experienced firsthand—the broken patient intake process.\n\nFor 11 years, Tannen watched his family members - and himself - grow sicker without a diagnosis for a rare disease. They endured months-long waits for every appointment, only to leave with more questions than answers. Each new doctor started from scratch, missing critical details that could have led to the right diagnosis sooner. By the time they finally got answers, it was too late to undo the damage.\n\nThat experience left Tannen frustrated with a system that forces patients to wait in limbo while their health deteriorates. He wrote about this problem in his Stanford application, and today, there is no one more determined to fix it.\n\nNow, he and Pablo are building Paratus, an AI-powered intake platform that ensures no patient is left waiting without support and no doctor walks in unprepared.\n\n![uploaded image](/media/?type=post&id=87836&key=user_uploads/1786718/3a9b560c-8f62-4376-9297-67a19ff14f04)\n\n### **Our Vision**\n\nA world where doctors walk in ready to diagnose, not gather symptoms- because every patient’s full story is already in their hands.\n\n### **Our Ask**\n\nWe’re currently running pilots and looking to connect with:\n\n* Hospitals\n* Physician offices\n* Outpatient facilities\n* Private clinics\n\nBook a demo [here](https://calendly.com/pablo-paratushealth/30min?month=2025-02)!\n\nIf you know someone who should see this, we’d love an introduction! Reach us at [pablo@paratushealth.com](https://mailto:pablo@paratushealth.com) or on [linkedin!](https://www.linkedin.com/company/paratushealth/)\n\n**Let’s fix patient intake - so doctors can focus on care.**",
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        "full_name": "Lalit Kundu",
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        "full_name": "Catherine Zhao",
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        "title": "Pelica: the AI operating system for value-based care",
        "tagline": "AI agents that capture the risk, close the gaps, and make the calls, so small teams can keep whole populations healthy.",
        "body": "Hey everyone 👋 We’re Lalit and Catherine, co-founders of Pelica Health.\n\n## **TL;DR**\n\nPelica is the AI operating system for value-based care. We pull claims, EHR, pharmacy, lab, and hospital feeds into **one canonical record**, then run AI copilots that read and write to it: risk adjustment, Stars and quality, pharmacy, provider network, and care management, plus an AI data analyst you can ask anything in plain English. The copilots **do the operational work themselves**: capturing HCCs in real time, closing gaps once across every payer, and making outreach calls in the member’s language. HIPAA-compliant, SOC 2 Type II, and RADV-defensible.\n\nWe’re live with a physician-led IPA in New York, one of the largest independent medical groups in the Northeast: **2,500+ hours saved** and higher CMS Star Ratings so far.\n\n▶️ Watch their story: <https://youtu.be/2CGmyif9Yd4>\n\n![uploaded image](/media/?type=post&id=103962&key=user_uploads/1494518/e873acc4-f206-4eca-8617-9bf7f70f3b62)\n\n_An AI agent works one gap end to end: provider office, pharmacy, the member in their language, the payer portal, then a live call. Closed in 3 minutes of staff time._\n\n## **🚩 The problem**\n\nValue-based care pays a medical group or health plan to keep a whole population healthy, and billions in CMS bonuses ride on it. The teams who own those contracts decide whether the org makes money, and they cannot operate:\n\n• Their data lives in 8 to 15 systems. By the time a problem surfaces, the submission window has closed.\n\n• Risk calls a member. Quality calls the same member. The practice calls again, sometimes in a language the member doesn’t speak.\n\n• The best predictive model is worthless if it never reaches the provider.\n\n• The rules keep moving. Hybrid HEDIS is retiring into ECDS volumes many times higher per measure, and the V28 phase-in costs the average MA plan about 3% of RAF.\n\nEvery new gap gets a new point vendor, each with its own portal, data model, and login. These teams do not need another point tool. They need an operating system.\n\n## **🛠️ What we built**\n\nOne canonical record, with an AI workforce next to every team. Six copilots:\n\n• **Risk Adjustment:** real-time HCC capture with trumping logic and RADV-defensible chain of custody on every code.\n\n• **Quality and Stars:** gap closure unified across every payer, with year-round forecasting for the post-hybrid HEDIS world.\n\n• **Pharmacy and Part D:** PDC lift on the three triple-weighted measures that move Stars the most.\n\n• **Provider Network:** auto-built practice agendas that cut meeting prep from 90 minutes to 15.\n\n• **Care Management:** ADT-driven transitions-of-care worklists, with no duplicate calls across teams.\n\n• **AI Data Analyst:** plain-English questions against the record, in place of the BI ticket queue.\n\n![uploaded image](/media/?type=post&id=103962&key=user_uploads/1494518/13a2d9aa-5ac8-4ab4-bf2c-b61fe8bccb56)\n\n_Risk Adjustment: the agent works the EHR and payer portals like a person and captures a defensible HCC._\n\n![uploaded image](/media/?type=post&id=103962&key=user_uploads/1494518/cfb57b8c-bf75-43d1-9dc3-d29da891d8e9)\n\n_AI Data Analyst: ask your RAF in plain English, get an answer and a chart in seconds._\n\n![uploaded image](/media/?type=post&id=103962&key=user_uploads/1494518/4bbf9afb-abc0-4221-9e5b-bf4602654e32)\n\n_Provider Network: reps walk in prepped, and the visit is captured into tasks automatically._\n\nIt runs on the systems VBC teams already use: Epic, Cerner, Athena, eCW, payer SFTP, PBM feeds, ADT, and labs, with SMART-on-FHIR overlays in Epic and Athena. A new source onboards in days, and the copilots start working the day after.\n\n## **📈 Early proof**\n\nThat physician-led IPA went from three uncoordinated calls per member to one outreach, in the right language, that closed three gaps at once. No new headcount. One of their leaders put it simply: “You don’t just get software, you get partners.”\n\n## **👫 Why us**\n\nCatherine and I met at YouTube and have built large-scale systems together since. We saw the same gap from two sides: clinical AI that could not operate, and operations software that could not reason clinically.\n\n• **Catherine** led AI work on Gemini and enterprise agents at Google, did clinical AI research at Stanford School of Medicine, and saw front-line care at clinics in California and New Hampshire. BA in Computer Science from Dartmouth.\n\n• **Lalit** spent 8 years building software for regulated industries at Google and YouTube, most recently as engineering and ML lead on YouTube Payments, running a 45-person team on products driving $16B+ in revenue. Wharton MBA, ACM-ICPC World Finalist.\n\nBacked by Y Combinator, SurgePoint Capital, Upside Partnership, ISEED Ventures, and Progressive Ventures.\n\n## **🙏 Our ask**\n\n• Warm intros to VPs of Risk Adjustment, Stars, Quality, or Pharmacy at MA plans, IPAs, MSOs, or ACOs.\n\n• Intros to ACO executive directors running MSSP or REACH.\n\n• If you run risk-bearing contracts at a health plan, IPA, MSO, ACO, or medical group, email [lalit@pelica.com](mailto:lalit@pelica.com) or book a demo at cal.com/pelica/pelica.\n\nFollow us on [LinkedIn](https://www.linkedin.com/feed/update/urn:li:activity:7475922350316732416/) and [X](https://x.com/cthrnzh/status/2070159740295160294), and learn more at [pelica.com](http://pelica.com).",
        "url": "https://www.ycombinator.com/launches/R2o-pelica-the-ai-operating-system-for-value-based-care",
        "votes": 7,
        "created_at": "2026-06-25T15:23:01.235Z"
      },
      {
        "id": 90407,
        "title": "Pelica - the operating system for value-based care",
        "tagline": "Transform Value Based Care with AI Agents",
        "body": "Hey everyone 👋 we're [Lalit](http://linkedin.com/in/lalitkundu) &amp; [Catherine](http://linkedin.com/in/cat-catherine-zhao), co-founders of [Pelica Health](https://pelica.com).\n\n## TL;DR\n\n**🚀 Pelica is the operating system for value-based care.** One canonical record across claims, EHR, pharmacy, lab, and ADT, with six AI copilots reading and writing to it. Risk adjustment, Stars, pharmacy, network, care management, plus an AI Data Analyst. HIPAA-compliant, RADV-defensible, real-time.\n\nUse Pelica to:\n\n* Capture HCCs in real time, before the submission window closes\n* Close Stars gaps once, across every payer, with no duplicate outreach\n* Lift PDC on the three triple-weighted measures that move Stars more than anything else\n* Replace 8 to 15 point vendors with one shared record\n* Cut per-practice meeting prep from 90 minutes to 15\n\n**VBC teams using Pelica run risk, quality, pharmacy, and care management from one record**. A physician-led IPA in New York went from three uncoordinated calls per member to one outreach in the right language that closed three gaps at once. No new headcount.\n\nIf you run risk-bearing contracts at a health plan, IPA, MSO, ACO, or medical group, email [lalit@pelica.com](mailto:lalit@pelica.com) or book a demo at [cal.com/pelica](https://cal.com/pelica/pelica-demo).\n\n## 🚩 The Problem\n\nVBC teams own the contracts that decide whether the org makes money. They cannot operate. Today:\n\n* Data lives in 12 places. By the time a problem surfaces, the submission window has closed.\n* Risk calls a member. Quality calls the same member. The practice calls again. Sometimes in a language the member doesn't speak.\n* The best predictive model is useless if it never reaches the provider.\n* Hybrid HEDIS is retiring. ECDS volumes run 35 to 75 times higher per measure. The old infra was not built for it.\n* V28 phase-in finishes in 2026. The average MA plan loses roughly 3% of RAF.\n\nPoint vendors keep stacking up. One for retrospective coding. One for HEDIS. One for adherence. One for ADT. Each with its own portal, its own data model, its own login.\n\nVBC teams need more than another point tool. They need an operating system.\n\n## 🛠️ Our Solution\n\nWe built Pelica, an AI operating system for value-based care. Three layers, six copilots, one canonical record.\n\n* **🌐 HIPAA + SOC 2 Type II:** Tenant-isolated, encrypted end-to-end, zero-retention with every LLM provider in use.\n* **🔌 Connects to every system:** Epic, Cerner, Athena, eCW, payer SFTP, PBM feeds, ADT, labs. SMART-on-FHIR overlays in Epic and Athena.\n* **⚡ Live in weeks, not quarters:** A new data source onboards in days. Copilots start working the day after.\n\nWhat Pelica can do:\n\n* **🧾 Risk Adjustment Copilot:** Real-time HCC capture with trumping logic, MAO-004 awareness, and RADV-defensible chain-of-custody on every code.\n* **⭐ Quality &amp; Stars Copilot:** Unified gap closure across every payer, with year-round glide-path forecasting for the post-hybrid HEDIS world.\n* **💊 Pharmacy &amp; Part D Copilot:** PDC lift on the three triple-weighted measures. The 5 points that separate 4-star from 2-star.\n* **🤝 Provider Network Copilot:** Auto-generated practice agendas. Meeting prep from 90 minutes to 15.\n* **🏥 Care Management Copilot:** ADT-driven TOC worklists, 5-day follow-up tracking, no duplicate calls across teams.\n* **📊 AI Data Analyst:** Plain-English questions against the canonical record. Replaces the BI ticket queue.\n\nA Director of Risk Adjustment told us: \"**Our data lives in twelve places. By the time we know there's a problem, the submission window has closed**.\" A Stars Program Manager told us: \"We are solving the same problem five times.\" Same root cause. One shared record fixes both.\n\n## 👫 The Team\n\nCatherine and Lalit met at YouTube and have been building large-scale systems together ever since. They saw the same gap from two sides: clinical AI that could not operate, and operations AI that could not reason clinically.\n\n**Catherine led AI work on Gemini and enterprise AI agents at Google**. She did clinical AI research at Stanford School of Medicine and saw front-line patient care at clinics in California and New Hampshire. BA in Computer Science from Dartmouth.\n\n**Lalit spent 8 years building software for regulated industries at Google and YouTube**. He was Engineering and ML lead on YouTube Payments, running a 45-plus person team in Commerce Billing on products driving $16B+ in revenue. Wharton MBA. ACM-ICPC World Finalist.\n\nBacked by Y Combinator, SurgePoint Capital, Upside Partnership, ISEED Ventures, and Progressive Ventures.\n\n![uploaded image](/media/?type=post&id=90407&key=user_uploads/1494518/dc1935e3-d2b0-4d83-9f63-b5cd8ae73e7b)\n\n## Asks\n\n* Intros to VPs of Risk Adjustment, Stars, Quality, or Pharmacy at MA plans, IPAs, MSOs, or ACOs.\n* Intros to ACO executive directors running MSSP or REACH.\n* Follow us on [LinkedIn](https://www.linkedin.com/company/pelica-health), [X](https://x.com/pelica_health), and learn more at [pelica.com](https://pelica.com).",
        "url": "https://www.ycombinator.com/launches/NWB-pelica-the-operating-system-for-value-based-care",
        "votes": 108,
        "created_at": "2025-05-15T04:56:03.275Z"
      }
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  },
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    "id": 30778,
    "name": "Perspectives Health",
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    "website": "https://perspectiveshealth.ai/",
    "all_locations": "Chicago, IL, USA",
    "long_description": "America is facing an addiction and mental health crisis, but the treatment programs trying to solve the problem are faced with administrative burden, staff shortages, and pressure from payers. \r\n\r\nWe work with treatment programs to incorporate AI that reduces administrative burden, prevents insurance denials, and helps directors run their program better.\r\n\r\nOur agents analyze charts to prevent insurance denials, complete documentation and insurance paperwork to save staff time, and sift through historical data to find opportunities for improvement.",
    "one_liner": "AI to run behavioral health programs better",
    "team_size": 5,
    "industry": "Healthcare",
    "subindustry": "Healthcare -> Healthcare IT",
    "launched_at": 1751446455,
    "tags": [
      "Workflow Automation",
      "Healthcare",
      "Mental Health",
      "Healthcare IT"
    ],
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    "top_company": false,
    "isHiring": false,
    "nonprofit": false,
    "batch": "Summer 2025",
    "status": "Active",
    "industries": [
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      "Healthcare IT"
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    "regions": [
      "United States of America",
      "America / Canada"
    ],
    "stage": "Early",
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    "url": "https://www.ycombinator.com/companies/perspectives-health",
    "api": "https://devasheeshg.github.io/yc-api/batches/summer-2025/perspectives-health.json",
    "year_founded": 2024,
    "city": "Chicago",
    "country": "US",
    "linkedin_url": "https://www.linkedin.com/company/perspectives-health/",
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    "primary_partner": {
      "name": "Jared Friedman",
      "url": "https://www.ycombinator.com/people/jared-friedman"
    },
    "founders": [
      {
        "user_id": 2329278,
        "full_name": "Eshan Dosani",
        "title": "Founder/CEO",
        "founder_bio": "Co-founder & CEO, Perspectives Health. ",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/eshan-dosani/",
        "x_url": "https://x.com/EshanDosani",
        "avatar_thumb_url": "https://bookface-images.s3.us-west-2.amazonaws.com/avatars/82b2141759123737c726fcdc466ec142c3bd40d3.jpg"
      },
      {
        "user_id": 1003771,
        "full_name": "Kyle Jung",
        "title": "Founder/CTO",
        "founder_bio": "I like building cool things, martial arts, and golf.",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/kyle-hyun-woo-jung-a06814180/",
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    "launches": [
      {
        "id": 101622,
        "title": "Perspectives Health",
        "tagline": "AI to Run Behavioral Health Clinics Better",
        "body": "Hey YC.\n\nMy name is Eshan. I’ve spent the last 5 years trying to address what I think is the most pressing problem in the country — addiction and mental health. Before YC, I ran a group doing on the ground overdose prevention work across the country. I also worked at the White House on Drug Policy.\n\n**Insurance companies love to scrutinize behavioral health treatment**, partially because it’s expensive (a single 30-day residential treatment episode can cost upwards of $50,000), and partially because proving medical necessity for behavioral health is a subjective process.\n\nBut behavioral health care _is_ medically necessary. **Drug overdose is the single biggest cause of death for young people in the US.** And there are too many stories of insurers denying people care, only for those individuals to later lose their lives to overdose.\n\nWe were in the summer ‘25 YC batch. Since then, we’ve been working with a small group of customers to develop a new product. I’m excited to announce it today.\\\n\\\n**Introducing: Perspectives Reclaim**\n\nBecause they’re under so much pressure from payors, behavioral health treatment programs currently spend an immense amount of resources and staff generating documentation and auditing it to be perfect. \\\n\\\nReclaim solves this by\n\n1. Reading tens of thousands of pages of charts every night\n2. Finding issues that can lead to insurance denials or other issues\n3. Tracking down which clinician made the error and emailing back and forth with them until it’s solved.  \n\n![uploaded image](/media/?type=post&id=101622&key=user_uploads/2329278/a7ccf9c3-cf38-409a-a8d4-9c4421623a19)\n\n\\\nIn each of our pilots, we’ve flagged and resolved hundreds of issues, from missing documents to drug tests that weren’t happening when they were supposed to, **leading to more approvals from payors, higher revenue for our clinics, and better outcomes for patients.**\n\nReclaim’s agent can also help provide evidence when fighting against payor clawbacks and can generate the insurance documentation used to argue for more days of care.\n\nIn the last 4 weeks since launching Reclaim, we’ve gone from **0 —> $250k cARR.** Our vision is to replace the $30B spent on the financial and administrative services that keep these clinics afloat and give that capacity back to care.\n\n**Asks**:\n\n1. Intros to our ICP: we’re looking for multi-site behavioral health/SUD treatment centers that deal with commercial insurance.\n2. We’re currently hiring a senior software engineer to help us scale. Any intros here would be appreciated.\n3. Investor intros are always appreciated as well.\n\nHere’s our launch video: <https://youtu.be/vvFe7AF3mUo>",
        "url": "https://www.ycombinator.com/launches/QR4-perspectives-health",
        "votes": 4,
        "created_at": "2026-05-20T03:01:54.820Z"
      },
      {
        "id": 92889,
        "title": "Perspectives Health: AI Agents for behavioral health admin",
        "tagline": "Too many clinicians are forced to chase insurance reimbursements through hours of documentation. We’re here to fix that",
        "body": "**Perspectives Health is the AI assistant automating the admin work that slows down behavioral health clinics.**\n\n[https://youtu.be/xL-XqY41L10](https://youtu.be/xL-XqY41L10%5C)\n\nHey everyone! We're Eshan and Kyle, founders of Perspectives Health.\n\nWe help the millions of clinicians and clinical directors finally use AI inside the outdated EMR systems they've been stuck in.\n\nMost clinical record software works like Microsoft 95, has no modern APIs, and can't integrate with new tools. That leaves clinicians stuck doing endless manual computer work. \n\nBelieve it or not, most behavioral health clinicians will spend 5 years of their lives just typing notes!\n\n**The Problem**\n\n* 60%+ of clinicians work outside of major hospital systems.\n* Most of them use software that nobody can connect to.\n* This means they can't access life-changing AI software, which could automate notes, billing, scheduling, and more.\n\n**Our Solution**\n\n* Connects to any web-based EMR instantly. Yes, we mean any EMR.\n* Perspectives listens to sessions, writes notes better than a clinician, and populates them straight into any EMR. \n* No copy/paste. And we don't rely on browser agents, so our tool fills out any form in seconds, not minutes.\n\nAI is rapidly improving, but most of healthcare is locked out due to legacy systems. Perspectives bridges that gap, making AI usable immediately. Clinicians want to help people. Not to be drowned in manual work. We're building toward a future where clinicians never touch a keyboard for documentation again—where intelligent systems handle every workflow outside of patient care. \n\nThe first step is integrating seamlessly with outdated EMRs and filling in the critical workflows they lack. From there, we'll expand across specialties—behavioral health, speech therapy, physical therapy, veterinary care, and beyond—unlocking AI for every provider outside the hospital system.\n\n**Our Traction**\n\n* We're growing 25% every week.\n* Once users try our product 5 times, the habit is built, and they never write notes without it.\n* We have onboarded 9 clinics for our pilot program since YC started, and each is on track to onboard all our pilot clinicians by September (180 clinicians).\n\n**Our Team**\n\nOur founding team combines lived experience in mental health care, policy expertise from the White House Drug Policy team, and technical expertise in scalable AI systems.\n\n**Our Ask**\n\nIf you're a behavioral health operator, clinician, or investor who believes AI should be helping providers now—not five years from now—let's talk.",
        "url": "https://www.ycombinator.com/launches/OAD-perspectives-health-ai-agents-for-behavioral-health-admin",
        "votes": 25,
        "created_at": "2025-08-13T19:26:58.682Z"
      }
    ]
  },
  {
    "id": 30869,
    "name": "Kaigo Health",
    "slug": "kaigo-health",
    "former_names": [],
    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/59741bf929b644ae6eee61f3e03439f598f3ceeb.png",
    "website": "https://www.kaigohealth.ai/",
    "all_locations": "San Francisco, CA, USA",
    "long_description": "Kaigo Health provides an AI-powered outpatient care management platform that automates and scales remote care management for Medicare patients including post-discharge followups, ongoing check-ins, and monitoring. Using phone calls as an age-friendly interface, we aggregate patient responses, voice biomarkers, and remote patient monitoring data for powerful preventative and proactive healthcare. ",
    "one_liner": "AI outpatient care workforce",
    "team_size": 3,
    "industry": "Healthcare",
    "subindustry": "Healthcare -> Healthcare IT",
    "launched_at": 1761873494,
    "tags": [
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      "Digital Health",
      "Healthcare IT"
    ],
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    "batch": "Fall 2025",
    "status": "Active",
    "industries": [
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      "Healthcare IT"
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      "America / Canada"
    ],
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      {
        "question": "How did your company get started? (i.e., How did the founders meet? How did you come up with the idea? How did you decide to be a founder?)",
        "answer": "Our mission is personal. Each of us watched someone we love slip through the cracks of today’s healthcare system. Peter’s grandfather suffered three preventable ER readmissions before passing—his ruptured aorta went undetected after missed medications and a complete absence of follow-up care. Lukas’s grandmother, who raised him, deteriorated in assisted living—isolated, depressed, and unrecognizable before passing unexpectedly just days before he arrived. Kazuki’s grandfather battled cancer alone in Japan, cut off from family by COVID-era hospital restrictions—reminding us that healing requires more than medicine.\r\n\r\nWhat we experienced is not rare. It’s the reality for tens of millions of older adults. In ERs, nursing homes, and senior communities where we’ve volunteered, we saw the same  patterns: chronic conditions unmanaged, dangerous falls ignored, weeks without human connection, and emergencies that could have been prevented. Aging has become a quiet crisis—fueled by staff shortages, fragmented systems, lack of technology access, and stigma about growing old. \r\n\r\nWe’ve invested 600+ hours on the ground working with older adults to deeply understand their’ needs, motivations, and barriers. Our team brings full-stack software, AI/ML, and hardware expertise from Neuralink, Stanford, and NVIDIA, along with operating experience leading major organizations like Zero2One (largest startup group at UIUC), Stanford Founders (1,500+ members), and Covalence (2,000 volunteers across seven universities)—this gives us the tools needed to lead transformation in this space. \r\n\r\nWe’re here because we believe older adults deserve independence, dignity, and a healthcare system that truly cares—and we’re building Kaigo Health to make that the new standard."
      },
      {
        "question": "What is your long-term vision? If you truly succeed, what will be different about the world?",
        "answer": "Our vision is to transform healthcare into a continuous, preventative, and home-based experience. We start by enabling high touch outpatient care for Medicare providers, supercharging value-based care. This builds consumer trust and a proprietary data layer, and leverages existing provider distribution networks to later phase in more advanced ambient sensing and care delivery technologies (e.g. home robot companions) for 24/7 personal health management - bringing healthcare to the home while hospitals focus on acute care."
      }
    ],
    "url": "https://www.ycombinator.com/companies/kaigo-health",
    "api": "https://devasheeshg.github.io/yc-api/batches/fall-2025/kaigo-health.json",
    "year_founded": 2025,
    "city": "San Francisco",
    "country": "US",
    "linkedin_url": "https://www.linkedin.com/company/kaigohealth/",
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        "full_name": "Peter Chien",
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        "body": "**TLDR;** We help healthcare providers care for patients at home by automating follow-ups, check-ins, and monitoring - closing care gaps and catching issues before they become emergencies.\\\n\\\nhttps://youtu.be/c2BLsZJtZSg\n\n**The Problem**\n\nAfter every visit, patient care falls apart between systems.\n\nFollow-ups, care plan adherence, and patient monitoring are manual, time consuming, and insufficient - leaving patients unsupported, nurses overloaded, and health systems losing billions to readmissions and other penalties.\n\n**Our Solution**\n\nKaigo Health builds an **AI outpatient care workforce** - autonomous agents that continuously follow-up, monitor, and advocate for patients, then report back to their human care teams with actionable insights. All of this is delivered through simple, accessible phone calls with a voice agent specifically designed for older adults.\n\nKaigo **helps providers scale outpatient care management 100× without scaling headcount**, driving fewer readmissions, higher quality scores, and stronger value-based performance.\n\n**Vision**\n\nKaigo aims to build a new infrastructure for healthcare beyond the 4 walls of the clinic - a layer of autonomous, scalable health monitoring, coordination, and delivery that seamlessly fills in the gaps between our current fragmented system, transforming healthcare into a continuous, ambient part of everyday life.\n\nWe’re starting with providers: giving them powerful technology to dramatically expand their outpatient care capacity, thrive under value-based care, and ensure every patient has a proactive, friendly voice looking out for their health between visits.\n\n**Our Story**\n\nWe started Kaigo after seeing how fragile recovery becomes once patients leave the hospital. Our families wanted to stay healthy, yet support faded the moment they got home. We’re building Kaigo so care continues where life happens.\n\n![uploaded image](/media/?type=post&id=95326&key=user_uploads/549368/10d07369-f920-467c-af8c-ffdf828ef817)\n\n\\\n**The Team**\n\n**Peter** **Chien, CEO**\n\n* Led neurosurgical robotics sensors, algorithms, and mechanisms at Neuralink\n* Founded Zero2One, UIUC’s primary startup incubator launching 50+ ventures\n* 600+ hours field work across hospitals and senior communities\n\n**Lukas Klaiber, COO**\n\n* Software engineer from Stanford and TUM; built and scaled software at ServiceNow and SAP\n* Founded Stanford Founders; largest graduate entrepreneurship group at Stanford with 1,500+ members\n* Lifelong advocate of preventative health; broke the German bench press national record through biohacking\n\n**Kazuki Shin, CTO**\n\n* Designed large-scale perception and simulation systems for autonomous robots at NVIDIA, MIT, BMW, Amazon, and Sony PlayStation\n* Developed humanoid robots for homecare, authoring 12 peer-reviewed papers at top IEEE robotics conferences\n* Fashion runway photographer featured in ELLE Magazine for NYFW SS25, capturing collections from leading designers and fashion houses\n\n**Our Ask**\n\nWe’d love warm intros to:\n\n* Healthcare providers\n* Angel investors\n\n🔗[ ](http://www.lunabill.com/)https://kaigohealth.ai \n\n📩 [founders@kaigohealth.ai](mailto:founders@kaigohealth.ai)\n\nThanks for the support!\n\n![uploaded image](/media/?type=post&id=95326&key=user_uploads/89898/9814261f-88f6-4c5c-90cc-015141e131b4)\n\n",
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        "created_at": "2025-11-09T06:54:28.070Z"
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    "all_locations": "San Francisco, CA, USA",
    "long_description": "LunaBill is building AI Voice callers for healthcare billing teams. Insurance claim follow-up calls account for the 80% of the daily workload of a healthcare billing team, with each call averaging 30 minutes.\r\n\r\nSince our launch in July we are now at $764K in contracted ARR, of which $428K is live revenue and the rest will go live by January 2026. Our customers see a 10x increase in claims followed up per biller in the first week and we have converted 100% of pilots to paying customers. We have automated 50,000+ calls and signed partnerships with top healthcare systems in the country.\r\n\r\nThe founders have known each other for over a year. Suhail is a 2x founder, with 3+ years of experience building in healthcare including operating a medical billing company with 200+ healthcare clients. David founded Skiesoft, Taiwan’s biggest healthcare AI scribe company, used by thousands of healthcare professionals. He also worked as a data scientist at UCSF, building models to audit medical-coding accuracy. ",
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    "subindustry": "Healthcare -> Healthcare IT",
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        "full_name": "Suhail Parry",
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        "full_name": "David Day",
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        "founder_bio": "David previously founded Skiesoft, one of Taiwan’s biggest AI scribe company. He also worked at a data scientist at UCSF, building models to audit coding accuracy.",
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        "id": 95408,
        "title": "LunaBill - AI Voice Callers for Healthcare Billing Teams",
        "tagline": "Automating claim-status calls, follow-ups, and reprocessing, so your billing team can finally focus on revenue, not hold music.",
        "body": "Hello YC! We’re Suhail Parry, David Day, and Yash Raj from LunaBill.\n\n_TL;DR:_ We built AI voice agents that automate insurance calls for healthcare billing teams. Fine-tuned on a dataset of over 1.2M call transcripts, our voice agents can handle insurance calls regarding claim-status inquiries, A/R recovery, and appeals follow-up.\n\n![uploaded image](/media/?type=post&id=95408&key=user_uploads/2978935/704621ef-8701-4468-9167-c84f44c67f0a)\n\n### **🚨 The Problem**\n\nEvery week, U.S. healthcare billing teams make tens of millions of calls to insurance companies to get claims paid.\\\nEach one averages **25 minutes**. That’s how hospitals unlock part of the **$260B in denied or delayed payments** every year.\n\nBut there’s a bottleneck:\n\n* Reps can only handle a few calls per hour.\n* Staffing is expensive and hard to scale.\n* Delays cost millions in unrecovered revenue.\n\nMeanwhile, every new hospital system or insurer integration compounds the complexity.\n\n### **💡 The Solution**\n\nLunaBill’s **AI voice callers** automate those phone conversations end-to-end.\n\nOur voice agents:\n\n* Handle **claim status checks, appeals follow-ups, and reprocessing calls** automatically.\n* **Connect to any billing software** and dial claims that need to be worked.\n* Run up to **100 concurrent agents** per client, like having a 100-person call center on demand.\n* Deliver post-call summaries with the to-do steps, integrated directly into workflows.\n\nThey’re **fine-tuned on 1.2M+ real call transcripts**, understand payer logic, and sound completely natural.\\\n🎧 [Listen](https://drive.google.com/file/d/1jxi7GRUV4h1YDX8XkEYQdFzepboOQLq8/view?usp=sharing) to a real AI insurance call, see if you can guess who’s human.\n\n### **⚡ Our Progress**\n\nTo date, LunaBill has automated **60,000+ insurance calls**, saving billing teams over **20,000 hours** and recovering **$30M+** in payments that would otherwise be lost.\n\nBillers now can complete 300+ claim follow-ups per day — up from about 25/day before LunaBill, a \\~12x productivity improvement.\n\nLunaBill has partnered with **top healthcare systems** and **three of the biggest enterprise billing companies** across the country.\n\n![uploaded image](/media/?type=post&id=95408&key=user_uploads/2978935/1f560e14-55c0-4cf7-be59-68fda8d58eb1)\n\n**👥 About Us**\n\n* **Suhail Parry (CEO)** — 2x founder, led billing ops for 200+ clinics.\n* **David Day (CTO)** — Former UCSF data scientist, founded **Skiesoft**, an AI medical scribe used by 120,000 users.\n* **Yash Raj (COO)** — Built AI consumer apps (10K+ users) and worked at **Mayo Clinic** on clinical AI research.\n\nWe first met at the Berkeley AI Hackathon, where we built an AI nurse. A few months later, we teamed up to tackle the biggest operational pain point we’d all lived through: **insurance phone calls**.\n\n### **🤝 Our Ask**\n\nWe’d love warm intros to:\n\n* **Hospital CFOs/CROs/revenue cycle leaders**\n* **Billing / RCM partners**\n* **YC startups selling to hospitals (EHRs, telehealth, marketplaces)** for integrations or co-GTM\n\nFor inquiries, email us at [founders@lunabill.com](https://mailto:founders@lunabill.com) \n\nVisit us at[ ](http://www.lunabill.com/)[Lunabill](http://www.lunabill.com). \\\nFollow us on Linkedin **👉** [LINK HERE](https://www.linkedin.com/company/lunabill/?viewAsMember=true)\n\nThanks for the support!",
        "url": "https://www.ycombinator.com/launches/Ooq-lunabill-ai-voice-callers-for-healthcare-billing-teams",
        "votes": 51,
        "created_at": "2025-11-11T16:18:20.305Z"
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    "long_description": "Lattice Health monitors deployed medical imaging AI so hospitals can tell whether each model is still working, tracking agreement with the radiologist's read, drift, and performance across patient groups. It observes rather than controls and produces the evidence teams need for safety, governance and compliance.",
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        "full_name": "Christine Park",
        "title": "Founder/CEO",
        "founder_bio": "I'm the founder/CEO of Lattice Health. Previously, I trained in neurosurgery at the University of Washington and obtained my MD/MEng at Duke. Currently, I'm pursuing a CS PhD at Stanford.",
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        "id": 102711,
        "title": "Lattice Health: Monitoring and governance for deployed medical imaging AI",
        "tagline": "Keeping your imaging models safe and compliant",
        "body": "Hey YC!\n\nI'm Christine Park, founder of Lattice Health. We make sure the AI that hospitals deploy on medical imaging keeps working after it goes live.\n\nLaunch video: <https://youtu.be/p0l029tsmhs>\n\nWebsite: <https://www.latticehealthai.com/>\n\n**The problem.** Hospitals are adopting medical imaging AI faster than ever. But once a model is live, almost no one can answer a basic question: is it still working? Models drift, a scanner upgrade or a shift in the patient population can quietly degrade accuracy, and performance often varies across patient groups. Most of that goes unseen today, and it's the hospital, not the vendor, that carries the risk.\n\n**What we built.** Lattice is a monitoring and governance layer for deployed imaging AI. We plug in beside the imaging pipeline as a read-only observer and continuously check each model: how well it agrees with the radiologist's read, whether it's drifting over time, and how it performs across patient subgroups. Then we turn that into the evidence hospitals need for safety, governance, and compliance. Lattice never touches patient care, it only watches, so if Lattice stops, care continues.\n\n**Why now.** AI is moving into clinical use under a wave of new expectations from the FDA, ONC, and the ACR, and they all point to the same gap: continuous post-deployment monitoring. Hospitals are on the hook for it and have almost no tooling to do it.\n\n**Our ask.** We'd love intros to health system and radiology leaders, CMIOs, and anyone running AI governance at a hospital, as well as imaging AI vendors who want their models monitored well in the field. And if you have thoughts or hard questions, drop them in the comments or email me at [christine@latticehealthai.com](mailto:christine@latticehealthai.com)",
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        "votes": 8,
        "created_at": "2026-06-10T15:31:08.691Z"
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    "all_locations": "New York City, NY, USA",
    "long_description": "Floracene lets any healthcare operator describe the internal tool they need and deploy it in one click - connected to production data, with read and write access scoped by the user. Think Lovable or Retool, except purpose-built for the needs of healthcare business that has no engineering team.\r\n\r\nThe bottleneck in healthcare isn't building anymore. Anyone can vibecode an 80% solution in an afternoon, custom to their own workflow, with people already on staff. The tool then dies locally on the builder’s computer, because IT (correctly) won't let anyone deploy a tool touching PHI without first-class authentication and permissioning. Our first customer had multiple employees who had each built useful tools and dashboards locally, but couldn’t actually share these with coworkers or connect to their core practice data. Within weeks of implementing Floracene, they were able to consolidate their BI tooling into Floracene and shipped 4 net-new to production.\r\n\r\nA staggering ~$200B is spent on administrative software in healthcare every year in the US. Tens of thousands of those companies still run core operations on spreadsheets, and we're at the top of the first inning of AI adoption.\r\n\r\nAsaph and Jonah met on the hospitals team at Palantir two years ago, and have each spent the last four years in the plumbing of US healthcare: claims, eligibility, and payor contracting. Asaph was an early PM at Garner. Jonah was a founding engineer at Metriport (YC S22) after starting his own fax-automation startup for fertility clinics.",
    "one_liner": "Vibecode + deploy HIPAA-compliant internal tools, no eng team needed",
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    "subindustry": "Healthcare",
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