{"id":87480,"title":"Cenote - Back office automation for specialist medical clinics","tagline":"Cenote eliminates administrative bottlenecks that slow down revenue.","body":"### **tl;dr**\n\nWe work with specialist clinics to identify their biggest administrative blockers and deploy custom **AI** to resolve them. Right now, we’re automating **referral intake**, reducing the time it takes for clinics to process new patients and accelerate revenue collection.\n\n\u003chttps://www.youtube.com/watch?v=u403AnLMSNE\u003e\n\n### **Problem**\n\nSpecialist clinics struggle with **slow, manual referral processing**, leading to revenue delays, administrative overload, and patient drop offs. The biggest bottlenecks we've uncovered:\n\n* **Referral processing is manual and slow.** Clinics receive **thousands of referrals per month**, requiring extensive manual effort to extract and enter data.\n* **Medical necessity verification is tedious.** Clinics must determine if a referral meets insurance criteria, often requiring **days of back-and-forth with primary care providers** for missing information.\n* **Insurance approvals are a major roadblock.** Clinics waste **days negotiating with insurers** to confirm reimbursement eligibility before scheduling treatment.\n\nThese inefficiencies cause **40-60% of referrals to drop off and** costs the U.S. healthcare system **over $150 billion annually**. The administrative burden is also immense, with an average of **4.3 administrative staff per doctor** in the American healthcare system.\n\n### **Solution**\n\n![](https://lh7-rt.googleusercontent.com/docsz/AD_4nXduwoVo9LiyuYd4ldqDHoJxHu2uaKzKbOzQnI4MZ0vlWDvKTY-nE2iokzaFTCR7-7PeqhwdI9FIqtRbpP1FkZ3ivWq6TdtuyftWnKoMCyzw-smhtrM7tZacSCTnDkJ45wF92PRK7w?key=9LANEIwzbMw6NQWGiMH6ii1e)\n\nCenote eliminates the **referral-to-treatment bottleneck**, allowing clinics to focus on patient care while accelerating revenue collection.\n\n* **Automated data extraction:** We categorize and extract key referral details the moment they hit the clinic’s inbox.\n* **Seamless medical necessity verification:** If critical referral data is missing, our system **auto-requests** the necessary information via the preferred form of digital communication.\n* **AI-powered insurance authorization:** Our **AI callers** handle insurance approvals, freeing clinic staff to focus on higher-value tasks.\n\n![](https://lh7-rt.googleusercontent.com/docsz/AD_4nXeGgHkFuty55KGO5k--WHuaGP852o6tN4i7BepjytmDTjp48gCAx7ZC2boYhxw4NV9-evAIo09IUWh61gICroHpapc2X2jAmN3plFp4tpHM7ib9RKHwuqyyvd4FXxx2qQe-r7D7Uw?key=9LANEIwzbMw6NQWGiMH6ii1e)\n\nValidate page allows staff to easily confirm extracted data\n\n### **Team**\n\n![uploaded image](/media/?type=post\u0026id=87480\u0026key=user_uploads/2213671/4398c4d4-4712-4460-a3a3-46107d03750d)\n\n[Kofi](https://www.linkedin.com/in/kofi-ansong-89294016a/) was formerly a software engineer for [Promise](https://www.ycombinator.com/companies/promise) (YC W18), a gov-tech company. He is leveraging his experience building AI products for state governments to delight folks in the healthcare industry.\n\n[Ajani](https://www.linkedin.com/in/ajani-smith-washington/) spent 2.5 years before this as an early stage VC at Base10 -- investing $30M in seed and series A stage companies\n\n[Kristy](https://www.linkedin.com/in/gaoxk/) worked on carbon accounting engines at Watershed Climate and is experienced in working in highly regulated spaces. She developed a wide set of engineering expertise from her time at several tech companies, including Google, PayPal, Cockroach Labs.\n\n### **ASK**\n\nIf you know someone who owns or works at a specialist medical practice (e.g. sleep centers, specialty pharmacies, medical supply store), please introduce us. You can reach us at founders@joincenote.com.","slug":"Mky-cenote-back-office-automation-for-specialist-medical-clinics","created_at":"2025-02-06T23:14:55.843Z","updated_at":"2026-05-25T02:04:36.907Z","total_vote_count":32,"url":"https://www.ycombinator.com/launches/Mky-cenote-back-office-automation-for-specialist-medical-clinics","share_image_url":"https://www.ycombinator.com/media/?type=post\u0026id=87480\u0026key=user_uploads/2213671/4398c4d4-4712-4460-a3a3-46107d03750d","company":{"id":30266,"name":"Cenote","slug":"cenote","url":"https://www.joincenote.com/","logo":"https://bookface-images.s3.amazonaws.com/small_logos/d2619da2ac1f4d3cedc1e2215d24e39f697bc681.png","batch":"Winter 2025","industry":"Healthcare","tags":["Artificial Intelligence","Robotic Process Automation","Health Tech","B2B","Healthcare"],"search_path":"https://bookface.ycombinator.com/company/30266"}}