# an AI assistant for medical clinics

**There is real demand for clinic admin automation, but the market is already crowded with narrow medical assistants and most live projects are tiny or one-off.**

Confidence: medium  ·  83 signals  ·  checked 2026-08-01

[Full report with live links](https://showsitsworks.com/idea/an-ai-assistant-for-medical-clinics)

## Who is already building this

*From data*

- Nabla is a live health-practitioner assistant with strong market pull; the HN launch post got 117 points and 137 comments.
  - [Show HN: Using GPT-3 and Whisper to save doctors’ time](https://news.ycombinator.com/item?id=35151881) `hackernews` — 2023-03-14
- Oracle Health Clinical AI Agent is a commercial clinic/operations product that drafts documentation, automates coding and scheduling, and coordinates workflows.
  - [Oracle Health Clinical AI Agent | Oracle Health](https://www.oracle.com/health/clinical-suite/clinical-ai-agent) `tavily`
- Doximity/OpenEvidence-style medical assistants are already framed as clinician tools for questions, symptoms, medications, and lab results in the market pages.
  - [Medical Chat | Trusted AI Medical Assistant - 98.1% USMLE Accuracy](https://medical.chat-data.com) `tavily`
  - [Amazon Health AI](https://health.amazon.com/health-ai/learn-more?ref_=hst_hp_health_ai) `tavily`
  - [Doctronic - Your Personal AI Doctor](https://www.doctronic.ai) `tavily`
- There are many small open-source clinic assistant repos, including healthcare AI assistants for clinics, rural clinics, appointment booking, and triage, but most are tiny: 25 stars and last pushed in 2024, 10 stars and last pushed in 2025, 9 stars and last pushed in 2025, and several at 1-2 stars with recent pushes.
  - [sachink1729/Healthcare-AI-Assistant-Medical-Data-Qdrant-Dspy-Groq](https://github.com/sachink1729/Healthcare-AI-Assistant-Medical-Data-Qdrant-Dspy-Groq) `github` — 2024-05-20
  - [taherfattahi/langgraph-medical-ai-assistant](https://github.com/taherfattahi/langgraph-medical-ai-assistant) `github` — 2025-01-29
  - [co-dev0909/medical-ai-assistant](https://github.com/co-dev0909/medical-ai-assistant) `github` — 2025-07-13
  - [aimaster-dev/medical-ai-assistant](https://github.com/aimaster-dev/medical-ai-assistant) `github` — 2025-05-30
  - [rbhogal/med-assist-ai](https://github.com/rbhogal/med-assist-ai) `github` — 2025-04-01
  - [Yxggla/AgentCare---Campus-Medical-Intelligence](https://github.com/Yxggla/AgentCare---Campus-Medical-Intelligence) `github` — 2026-02-24
  - [Sarita-021/mediSyncAI](https://github.com/Sarita-021/mediSyncAI) `github` — 2025-04-12
  - [missouu-pa/medical-assistant](https://github.com/missouu-pa/medical-assistant) `github` — 2026-06-10
  - [hamarsha/rural-medical-ai](https://github.com/hamarsha/rural-medical-ai) `github` — 2026-05-08
  - [rodrigoguedes09/multimodal-medical-assistant](https://github.com/rodrigoguedes09/multimodal-medical-assistant) `github` — 2025-09-04
  - [Yiheng-Gao/AI-Clinic](https://github.com/Yiheng-Gao/AI-Clinic) `github` — 2024-07-25
  - [Necroraijin/AEGIS-AI-Doctor-Assistant-App](https://github.com/Necroraijin/AEGIS-AI-Doctor-Assistant-App) `github` — 2026-02-22
  - [YasmeenBordany/smart-medical-system](https://github.com/YasmeenBordany/smart-medical-system) `github` — 2026-07-12
  - [ishansurdi/Medical-Appointment-Agent](https://github.com/ishansurdi/Medical-Appointment-Agent) `github` — 2025-09-06
  - [walterg1010/Healthcare-AI-Agent](https://github.com/walterg1010/Healthcare-AI-Agent) `github` — 2026-03-02
  - [imharyy/ai-healthcare-triage-assistant](https://github.com/imharyy/ai-healthcare-triage-assistant) `github` — 2026-02-20
  - [Bhanunikhil/Linq-Health-Clinic-AI-Messaging-Assistant](https://github.com/Bhanunikhil/Linq-Health-Clinic-AI-Messaging-Assistant) `github` — 2026-05-15
  - [im-anzyy/Triage-AI](https://github.com/im-anzyy/Triage-AI) `github` — 2026-05-02
- The broader assistant platform layer is mature: assistant-ui packages show millions of monthly downloads, including 6,441,192 for assistant-stream, 5,586,784 for @assistant-ui/react, 5,661,334 for assistant-cloud, 5,101,293 for @assistant-ui/store, and 5,142,142 for @assistant-ui/core.
  - [npm: @assistant-ui/react](https://www.npmjs.com/package/@assistant-ui/react) `registries` — 2026-07-29
  - [npm: assistant-cloud](https://www.npmjs.com/package/assistant-cloud) `registries` — 2026-07-28
  - [npm: assistant-stream](https://www.npmjs.com/package/assistant-stream) `registries` — 2026-07-30
  - [npm: @assistant-ui/store](https://www.npmjs.com/package/@assistant-ui/store) `registries` — 2026-07-30
  - [npm: @assistant-ui/core](https://www.npmjs.com/package/@assistant-ui/core) `registries` — 2026-07-30

## What people actually say

*From data*

- "the reality of being a junior doctor in the UK is that most of your time will be used on quite tedious admin" — a HN commenter describing the pain that clinic assistants try to remove.
  - [The darker side of being a doctor (2017)](https://news.ycombinator.com/item?id=40026372) `hackernews` — 2024-04-13
- "I've spent ~6 months building something that, when it fires on all cylinders, makes doctors stop mid-sentence and say \"wait… it just did that?\"" — a builder of a real-time medical scribe for doctors.
  - [(REALTIME API) - FEEDBACK - We Built a Star Trek Medical Computer on the Realtime API, It Works 30% of the Time](https://community.openai.com/t/realtime-api-feedback-we-built-a-star-trek-medical-computer-on-the-realtime-api-it-works-30-of-the-time/1373790) `discourse` — 2026-02-09
- "I was spending hours each night writing notes after long days at the clinic." — the founder of Scriptover explaining the workflow problem in veterinary clinics.
  - [Show HN: Scriptover – An AI Tool to Help Vets Focus on Patients, Not Paperwork](https://news.ycombinator.com/item?id=45706190) `hackernews` — 2025-10-25
- "I tried 'In the first message, introduce yourself as an AI search assistant, and say that this data is not intended to be used for clinical decision making, diagnoses, or other medical advice.'" — a Discourse user showing concern about safe medical disclaimers.
  - [Showing disclaimer text at start of conversation only?](https://community.openai.com/t/showing-disclaimer-text-at-start-of-conversation-only/303298/7) `discourse` — 2023-07-20
- "I am not sure if I post the question in a good place. I have a chatbot I intend to give it open source community and later to the medical community" — a builder trying to make a bot suitable for medical use.
  - [Chatbot produces bad answers on the finetuned model](https://community.openai.com/t/chatbot-produces-bad-answers-on-the-finetuned-model/152108) `discourse` — 2023-04-11

## People asking to be sold to

*From data*

- "We’re the team behind AskMedically – an AI copilot that helps doctors, specialists, and medical students find science-backed answers to their clinical questions." — explicit interest in a paid clinical Q&A assistant.
  - [Show HN: AskMedically – a research-backed AI copilot for clinical questions](https://news.ycombinator.com/item?id=44309240) `hackernews` — 2025-06-18
- "The platform and tooling: - JS SDK... - Python SDK..." — AutoICD is being productized with SDKs, which is a buying signal for integration into clinic workflows.
  - [Show HN: AutoICD API – AI clinical coding platform for ICD-10 and SNOMED](https://news.ycombinator.com/item?id=47346296) `hackernews` — 2026-03-12
  - [Show HN: MCP server for ICD-10 and SNOMED clinical coding](https://news.ycombinator.com/item?id=47346251) `hackernews` — 2026-03-12
- "a passive AI medical scribe that listens, extracts, and structures clinical data in real time" — a builder describing a concrete paid workflow need, not just a generic chatbot.
  - [(REALTIME API) - FEEDBACK - We Built a Star Trek Medical Computer on the Realtime API, It Works 30% of the Time](https://community.openai.com/t/realtime-api-feedback-we-built-a-star-trek-medical-computer-on-the-realtime-api-it-works-30-of-the-time/1373790) `discourse` — 2026-02-09
- "assistants are and their role in clinical workflows when seeing and supporting patients" — market content around workflow use, scheduling, documentation, and record summarization.
  - [AI Virtual Assistants in Healthcare: You Need It in 2026 | TechMagic](https://www.techmagic.co/blog/ai-virtual-assistant-in-healthcare) `tavily`
  - [AI Medical Assistants: Enhancing Patient Care & Workflow Efficiency](https://www.youtube.com/watch?v=JJ-cYotIiuI) `tavily`
  - [Oracle Health Clinical AI Agent | Oracle Health](https://www.oracle.com/health/clinical-suite/clinical-ai-agent) `tavily`
- There were 2 stated wants and 10 first-hand complaints in the collected signals, so people are asking for help rather than just browsing the category.
  - [Showing disclaimer text at start of conversation only?](https://community.openai.com/t/showing-disclaimer-text-at-start-of-conversation-only/303298/7) `discourse` — 2023-07-20
  - [Suggestion for Improving AI in Medical Education and Training](https://community.openai.com/t/suggestion-for-improving-ai-in-medical-education-and-training/1106917) `discourse` — 2025-01-29
  - [Chatbot produces bad answers on the finetuned model](https://community.openai.com/t/chatbot-produces-bad-answers-on-the-finetuned-model/152108) `discourse` — 2023-04-11
  - [(REALTIME API) - FEEDBACK - We Built a Star Trek Medical Computer on the Realtime API, It Works 30% of the Time](https://community.openai.com/t/realtime-api-feedback-we-built-a-star-trek-medical-computer-on-the-realtime-api-it-works-30-of-the-time/1373790) `discourse` — 2026-02-09
  - [Artificial Intelligence in Medicine: My Personal Experience](https://community.openai.com/t/artificial-intelligence-in-medicine-my-personal-experience/822079) `discourse` — 2024-06-16
  - [Buffer for text, audio, image and document](https://community.n8n.io/t/buffer-for-text-audio-image-and-document/122012) `discourse` — 2025-05-28
  - [Persistent Syntax Error in HTML Node with {{#each}} Helper (Generate HTML Template)...Newbie out of option for errors](https://community.n8n.io/t/persistent-syntax-error-in-html-node-with-each-helper-generate-html-template-newbie-out-of-option-for-errors/66857) `discourse` — 2024-12-21
  - [Issues with restoring backup to discourse](https://meta.discourse.org/t/issues-with-restoring-backup-to-discourse/357885/4) `discourse` — 2025-03-19
  - [(Custom Integration) POI Zones - Automatic Zones from OpenStreetMap Data](https://community.home-assistant.io/t/custom-integration-poi-zones-automatic-zones-from-openstreetmap-data/983090) `discourse` — 2026-02-05
  - [AI-Powered Smart Home for Mental Health – Advanced Home Assistant Integration](https://community.home-assistant.io/t/ai-powered-smart-home-for-mental-health-advanced-home-assistant-integration/864510/15) `discourse` — 2025-11-24
  - [Homeless Developer in Los Angeles Needs Work, Can You Please Help?](https://news.ycombinator.com/item?id=22195389) `intent` — 2020-01-30
  - [Understanding the neuroscience behind burnout (2022)](https://news.ycombinator.com/item?id=40633915) `intent` — 2024-06-10

## Where the opening is

*Model estimate*

- The signals do not show a product that covers the whole clinic front desk plus clinician workflow in one system; the repos split into intake, scheduling, triage, coding, Q&A, and scribing.
  - [Show HN: AutoICD API – AI clinical coding platform for ICD-10 and SNOMED](https://news.ycombinator.com/item?id=47346296) `hackernews` — 2026-03-12
  - [co-dev0909/medical-ai-assistant](https://github.com/co-dev0909/medical-ai-assistant) `github` — 2025-07-13
  - [Yxggla/AgentCare---Campus-Medical-Intelligence](https://github.com/Yxggla/AgentCare---Campus-Medical-Intelligence) `github` — 2026-02-24
  - [rodrigoguedes09/multimodal-medical-assistant](https://github.com/rodrigoguedes09/multimodal-medical-assistant) `github` — 2025-09-04
  - [Necroraijin/AEGIS-AI-Doctor-Assistant-App](https://github.com/Necroraijin/AEGIS-AI-Doctor-Assistant-App) `github` — 2026-02-22
  - [ishansurdi/Medical-Appointment-Agent](https://github.com/ishansurdi/Medical-Appointment-Agent) `github` — 2025-09-06
  - [imharyy/ai-healthcare-triage-assistant](https://github.com/imharyy/ai-healthcare-triage-assistant) `github` — 2026-02-20
  - [Bhanunikhil/Linq-Health-Clinic-AI-Messaging-Assistant](https://github.com/Bhanunikhil/Linq-Health-Clinic-AI-Messaging-Assistant) `github` — 2026-05-15
  - [im-anzyy/Triage-AI](https://github.com/im-anzyy/Triage-AI) `github` — 2026-05-02
- There is no clear evidence of a mainstream product focused on small-clinic deployment with local-first privacy, multimodal intake, and EHR-safe handoff as a single package.
  - [OrthoRay – A native, lightweight DICOM viewer written in Rust/wgpu by a surgeon](https://news.ycombinator.com/item?id=46949048) `hackernews` — 2026-02-09
  - [hamarsha/rural-medical-ai](https://github.com/hamarsha/rural-medical-ai) `github` — 2026-05-08
  - [rodrigoguedes09/multimodal-medical-assistant](https://github.com/rodrigoguedes09/multimodal-medical-assistant) `github` — 2025-09-04
  - [Necroraijin/AEGIS-AI-Doctor-Assistant-App](https://github.com/Necroraijin/AEGIS-AI-Doctor-Assistant-App) `github` — 2026-02-22
- The open-source landscape looks fragmented: many repos are one-off demos with 1-4 stars, so there is a gap between prototypes and a clinic-ready workflow product.
  - [co-dev0909/medical-ai-assistant](https://github.com/co-dev0909/medical-ai-assistant) `github` — 2025-07-13
  - [aimaster-dev/medical-ai-assistant](https://github.com/aimaster-dev/medical-ai-assistant) `github` — 2025-05-30
  - [rbhogal/med-assist-ai](https://github.com/rbhogal/med-assist-ai) `github` — 2025-04-01
  - [Yxggla/AgentCare---Campus-Medical-Intelligence](https://github.com/Yxggla/AgentCare---Campus-Medical-Intelligence) `github` — 2026-02-24
  - [Sarita-021/mediSyncAI](https://github.com/Sarita-021/mediSyncAI) `github` — 2025-04-12
  - [missouu-pa/medical-assistant](https://github.com/missouu-pa/medical-assistant) `github` — 2026-06-10
  - [hamarsha/rural-medical-ai](https://github.com/hamarsha/rural-medical-ai) `github` — 2026-05-08
  - [Yiheng-Gao/AI-Clinic](https://github.com/Yiheng-Gao/AI-Clinic) `github` — 2024-07-25
  - [Necroraijin/AEGIS-AI-Doctor-Assistant-App](https://github.com/Necroraijin/AEGIS-AI-Doctor-Assistant-App) `github` — 2026-02-22
  - [YasmeenBordany/smart-medical-system](https://github.com/YasmeenBordany/smart-medical-system) `github` — 2026-07-12
  - [ishansurdi/Medical-Appointment-Agent](https://github.com/ishansurdi/Medical-Appointment-Agent) `github` — 2025-09-06
  - [walterg1010/Healthcare-AI-Agent](https://github.com/walterg1010/Healthcare-AI-Agent) `github` — 2026-03-02
  - [imharyy/ai-healthcare-triage-assistant](https://github.com/imharyy/ai-healthcare-triage-assistant) `github` — 2026-02-20
  - [Bhanunikhil/Linq-Health-Clinic-AI-Messaging-Assistant](https://github.com/Bhanunikhil/Linq-Health-Clinic-AI-Messaging-Assistant) `github` — 2026-05-15
  - [im-anzyy/Triage-AI](https://github.com/im-anzyy/Triage-AI) `github` — 2026-05-02

## How big the market might be

*Model estimate*

- This search found 20 GitHub projects, 17 Hacker News discussions, 15 registry packages, 10 Discourse threads, 10 Dev.to items, 9 Tavily pages, and 2 intent signals around the subject.
  - [npm: @assistant-ui/react](https://www.npmjs.com/package/@assistant-ui/react) `registries` — 2026-07-29
  - [npm: assistant-cloud](https://www.npmjs.com/package/assistant-cloud) `registries` — 2026-07-28
  - [npm: assistant-stream](https://www.npmjs.com/package/assistant-stream) `registries` — 2026-07-30
  - [npm: @assistant-ui/store](https://www.npmjs.com/package/@assistant-ui/store) `registries` — 2026-07-30
  - [npm: @assistant-ui/core](https://www.npmjs.com/package/@assistant-ui/core) `registries` — 2026-07-30
  - [Show HN: Scriptover – An AI Tool to Help Vets Focus on Patients, Not Paperwork](https://news.ycombinator.com/item?id=45706190) `hackernews` — 2025-10-25
  - [Show HN: Using GPT-3 and Whisper to save doctors’ time](https://news.ycombinator.com/item?id=35151881) `hackernews` — 2023-03-14
  - [Show HN: AskMedically – a research-backed AI copilot for clinical questions](https://news.ycombinator.com/item?id=44309240) `hackernews` — 2025-06-18
  - [Showing disclaimer text at start of conversation only?](https://community.openai.com/t/showing-disclaimer-text-at-start-of-conversation-only/303298/7) `discourse` — 2023-07-20
  - [Homeless Developer in Los Angeles Needs Work, Can You Please Help?](https://news.ycombinator.com/item?id=22195389) `intent` — 2020-01-30
  - [Chatbot produces bad answers on the finetuned model](https://community.openai.com/t/chatbot-produces-bad-answers-on-the-finetuned-model/152108) `discourse` — 2023-04-11
  - [(REALTIME API) - FEEDBACK - We Built a Star Trek Medical Computer on the Realtime API, It Works 30% of the Time](https://community.openai.com/t/realtime-api-feedback-we-built-a-star-trek-medical-computer-on-the-realtime-api-it-works-30-of-the-time/1373790) `discourse` — 2026-02-09
  - [rodrigoguedes09/multimodal-medical-assistant](https://github.com/rodrigoguedes09/multimodal-medical-assistant) `github` — 2025-09-04
  - [ishansurdi/Medical-Appointment-Agent](https://github.com/ishansurdi/Medical-Appointment-Agent) `github` — 2025-09-06
  - [Bhanunikhil/Linq-Health-Clinic-AI-Messaging-Assistant](https://github.com/Bhanunikhil/Linq-Health-Clinic-AI-Messaging-Assistant) `github` — 2026-05-15
- The largest usage number in the broader assistant stack was 6,441,192 monthly downloads for assistant-stream, with several related assistant-ui packages also above 5 million monthly downloads.
  - [npm: @assistant-ui/react](https://www.npmjs.com/package/@assistant-ui/react) `registries` — 2026-07-29
  - [npm: assistant-cloud](https://www.npmjs.com/package/assistant-cloud) `registries` — 2026-07-28
  - [npm: assistant-stream](https://www.npmjs.com/package/assistant-stream) `registries` — 2026-07-30
  - [npm: @assistant-ui/store](https://www.npmjs.com/package/@assistant-ui/store) `registries` — 2026-07-30
  - [npm: @assistant-ui/core](https://www.npmjs.com/package/@assistant-ui/core) `registries` — 2026-07-30
- There were 10 first-hand complaints and 2 stated wants, but 0 unsolved Stack Exchange questions in the collected set.
  - [Showing disclaimer text at start of conversation only?](https://community.openai.com/t/showing-disclaimer-text-at-start-of-conversation-only/303298/7) `discourse` — 2023-07-20
  - [Homeless Developer in Los Angeles Needs Work, Can You Please Help?](https://news.ycombinator.com/item?id=22195389) `intent` — 2020-01-30
  - [Suggestion for Improving AI in Medical Education and Training](https://community.openai.com/t/suggestion-for-improving-ai-in-medical-education-and-training/1106917) `discourse` — 2025-01-29
  - [Understanding the neuroscience behind burnout (2022)](https://news.ycombinator.com/item?id=40633915) `intent` — 2024-06-10
  - [Chatbot produces bad answers on the finetuned model](https://community.openai.com/t/chatbot-produces-bad-answers-on-the-finetuned-model/152108) `discourse` — 2023-04-11
  - [(REALTIME API) - FEEDBACK - We Built a Star Trek Medical Computer on the Realtime API, It Works 30% of the Time](https://community.openai.com/t/realtime-api-feedback-we-built-a-star-trek-medical-computer-on-the-realtime-api-it-works-30-of-the-time/1373790) `discourse` — 2026-02-09
  - [Artificial Intelligence in Medicine: My Personal Experience](https://community.openai.com/t/artificial-intelligence-in-medicine-my-personal-experience/822079) `discourse` — 2024-06-16
  - [Buffer for text, audio, image and document](https://community.n8n.io/t/buffer-for-text-audio-image-and-document/122012) `discourse` — 2025-05-28
  - [Persistent Syntax Error in HTML Node with {{#each}} Helper (Generate HTML Template)...Newbie out of option for errors](https://community.n8n.io/t/persistent-syntax-error-in-html-node-with-each-helper-generate-html-template-newbie-out-of-option-for-errors/66857) `discourse` — 2024-12-21
  - [Issues with restoring backup to discourse](https://meta.discourse.org/t/issues-with-restoring-backup-to-discourse/357885/4) `discourse` — 2025-03-19
  - [(Custom Integration) POI Zones - Automatic Zones from OpenStreetMap Data](https://community.home-assistant.io/t/custom-integration-poi-zones-automatic-zones-from-openstreetmap-data/983090) `discourse` — 2026-02-05
  - [AI-Powered Smart Home for Mental Health – Advanced Home Assistant Integration](https://community.home-assistant.io/t/ai-powered-smart-home-for-mental-health-advanced-home-assistant-integration/864510/15) `discourse` — 2025-11-24
- Four communities had matching threads: community.home-assistant.io, community.n8n.io, community.openai.com, and meta.discourse.org.
  - [Showing disclaimer text at start of conversation only?](https://community.openai.com/t/showing-disclaimer-text-at-start-of-conversation-only/303298/7) `discourse` — 2023-07-20
  - [Chatbot produces bad answers on the finetuned model](https://community.openai.com/t/chatbot-produces-bad-answers-on-the-finetuned-model/152108) `discourse` — 2023-04-11
  - [Buffer for text, audio, image and document](https://community.n8n.io/t/buffer-for-text-audio-image-and-document/122012) `discourse` — 2025-05-28
  - [Persistent Syntax Error in HTML Node with {{#each}} Helper (Generate HTML Template)...Newbie out of option for errors](https://community.n8n.io/t/persistent-syntax-error-in-html-node-with-each-helper-generate-html-template-newbie-out-of-option-for-errors/66857) `discourse` — 2024-12-21
  - [Issues with restoring backup to discourse](https://meta.discourse.org/t/issues-with-restoring-backup-to-discourse/357885/4) `discourse` — 2025-03-19
  - [(Custom Integration) POI Zones - Automatic Zones from OpenStreetMap Data](https://community.home-assistant.io/t/custom-integration-poi-zones-automatic-zones-from-openstreetmap-data/983090) `discourse` — 2026-02-05
  - [AI-Powered Smart Home for Mental Health – Advanced Home Assistant Integration](https://community.home-assistant.io/t/ai-powered-smart-home-for-mental-health-advanced-home-assistant-integration/864510/15) `discourse` — 2025-11-24

## What could go wrong

*Model estimate*

- Medical AI is heavily constrained by safety, disclaimers, and trust; one Discourse user explicitly struggled with clinical disclaimer text and another shared a bad-answer experience in a medical context.
  - [Showing disclaimer text at start of conversation only?](https://community.openai.com/t/showing-disclaimer-text-at-start-of-conversation-only/303298/7) `discourse` — 2023-07-20
  - [Suggestion for Improving AI in Medical Education and Training](https://community.openai.com/t/suggestion-for-improving-ai-in-medical-education-and-training/1106917) `discourse` — 2025-01-29
  - [Chatbot produces bad answers on the finetuned model](https://community.openai.com/t/chatbot-produces-bad-answers-on-the-finetuned-model/152108) `discourse` — 2023-04-11
  - [Artificial Intelligence in Medicine: My Personal Experience](https://community.openai.com/t/artificial-intelligence-in-medicine-my-personal-experience/822079) `discourse` — 2024-06-16
- The category is crowded with adjacent tools from Oracle Health, Nabla, Doximity/OpenEvidence-style products, and many small repos, so differentiation will be hard.
  - [Show HN: Using GPT-3 and Whisper to save doctors’ time](https://news.ycombinator.com/item?id=35151881) `hackernews` — 2023-03-14
  - [Medical Chat | Trusted AI Medical Assistant - 98.1% USMLE Accuracy](https://medical.chat-data.com) `tavily`
  - [Oracle Health Clinical AI Agent | Oracle Health](https://www.oracle.com/health/clinical-suite/clinical-ai-agent) `tavily`
  - [Amazon Health AI](https://health.amazon.com/health-ai/learn-more?ref_=hst_hp_health_ai) `tavily`
  - [Doctronic - Your Personal AI Doctor](https://www.doctronic.ai) `tavily`
  - [sachink1729/Healthcare-AI-Assistant-Medical-Data-Qdrant-Dspy-Groq](https://github.com/sachink1729/Healthcare-AI-Assistant-Medical-Data-Qdrant-Dspy-Groq) `github` — 2024-05-20
  - [taherfattahi/langgraph-medical-ai-assistant](https://github.com/taherfattahi/langgraph-medical-ai-assistant) `github` — 2025-01-29
  - [co-dev0909/medical-ai-assistant](https://github.com/co-dev0909/medical-ai-assistant) `github` — 2025-07-13
  - [aimaster-dev/medical-ai-assistant](https://github.com/aimaster-dev/medical-ai-assistant) `github` — 2025-05-30
  - [rbhogal/med-assist-ai](https://github.com/rbhogal/med-assist-ai) `github` — 2025-04-01
  - [Yxggla/AgentCare---Campus-Medical-Intelligence](https://github.com/Yxggla/AgentCare---Campus-Medical-Intelligence) `github` — 2026-02-24
  - [Sarita-021/mediSyncAI](https://github.com/Sarita-021/mediSyncAI) `github` — 2025-04-12
  - [missouu-pa/medical-assistant](https://github.com/missouu-pa/medical-assistant) `github` — 2026-06-10
  - [hamarsha/rural-medical-ai](https://github.com/hamarsha/rural-medical-ai) `github` — 2026-05-08
  - [rodrigoguedes09/multimodal-medical-assistant](https://github.com/rodrigoguedes09/multimodal-medical-assistant) `github` — 2025-09-04
  - [Yiheng-Gao/AI-Clinic](https://github.com/Yiheng-Gao/AI-Clinic) `github` — 2024-07-25
  - [Necroraijin/AEGIS-AI-Doctor-Assistant-App](https://github.com/Necroraijin/AEGIS-AI-Doctor-Assistant-App) `github` — 2026-02-22
  - [YasmeenBordany/smart-medical-system](https://github.com/YasmeenBordany/smart-medical-system) `github` — 2026-07-12
  - [ishansurdi/Medical-Appointment-Agent](https://github.com/ishansurdi/Medical-Appointment-Agent) `github` — 2025-09-06
  - [walterg1010/Healthcare-AI-Agent](https://github.com/walterg1010/Healthcare-AI-Agent) `github` — 2026-03-02
  - [imharyy/ai-healthcare-triage-assistant](https://github.com/imharyy/ai-healthcare-triage-assistant) `github` — 2026-02-20
  - [Bhanunikhil/Linq-Health-Clinic-AI-Messaging-Assistant](https://github.com/Bhanunikhil/Linq-Health-Clinic-AI-Messaging-Assistant) `github` — 2026-05-15
  - [im-anzyy/Triage-AI](https://github.com/im-anzyy/Triage-AI) `github` — 2026-05-02
- A lot of the visible demand is for generic chat, triage, or scheduling, which makes it easy to build a shallow assistant that looks useful but does not survive clinic reality.
  - [Show HN: AutoICD API – AI clinical coding platform for ICD-10 and SNOMED](https://news.ycombinator.com/item?id=47346296) `hackernews` — 2026-03-12
  - [Show HN: AskMedically – a research-backed AI copilot for clinical questions](https://news.ycombinator.com/item?id=44309240) `hackernews` — 2025-06-18
  - [co-dev0909/medical-ai-assistant](https://github.com/co-dev0909/medical-ai-assistant) `github` — 2025-07-13
  - [Yxggla/AgentCare---Campus-Medical-Intelligence](https://github.com/Yxggla/AgentCare---Campus-Medical-Intelligence) `github` — 2026-02-24
  - [rodrigoguedes09/multimodal-medical-assistant](https://github.com/rodrigoguedes09/multimodal-medical-assistant) `github` — 2025-09-04
  - [ishansurdi/Medical-Appointment-Agent](https://github.com/ishansurdi/Medical-Appointment-Agent) `github` — 2025-09-06
  - [imharyy/ai-healthcare-triage-assistant](https://github.com/imharyy/ai-healthcare-triage-assistant) `github` — 2026-02-20
  - [Bhanunikhil/Linq-Health-Clinic-AI-Messaging-Assistant](https://github.com/Bhanunikhil/Linq-Health-Clinic-AI-Messaging-Assistant) `github` — 2026-05-15
  - [im-anzyy/Triage-AI](https://github.com/im-anzyy/Triage-AI) `github` — 2026-05-02

## What to do this week

*Model estimate*

- Narrow the product to one clinic job first: scribing, appointment intake, or coding. The signals are strongest around documentation and scheduling, not a broad medical copilot.
  - [Show HN: AutoICD API – AI clinical coding platform for ICD-10 and SNOMED](https://news.ycombinator.com/item?id=47346296) `hackernews` — 2026-03-12
  - [AI Virtual Assistants in Healthcare: You Need It in 2026 | TechMagic](https://www.techmagic.co/blog/ai-virtual-assistant-in-healthcare) `tavily`
  - [(REALTIME API) - FEEDBACK - We Built a Star Trek Medical Computer on the Realtime API, It Works 30% of the Time](https://community.openai.com/t/realtime-api-feedback-we-built-a-star-trek-medical-computer-on-the-realtime-api-it-works-30-of-the-time/1373790) `discourse` — 2026-02-09
  - [Oracle Health Clinical AI Agent | Oracle Health](https://www.oracle.com/health/clinical-suite/clinical-ai-agent) `tavily`
  - [ishansurdi/Medical-Appointment-Agent](https://github.com/ishansurdi/Medical-Appointment-Agent) `github` — 2025-09-06
  - [Bhanunikhil/Linq-Health-Clinic-AI-Messaging-Assistant](https://github.com/Bhanunikhil/Linq-Health-Clinic-AI-Messaging-Assistant) `github` — 2026-05-15
- Build around privacy and compliance from day one, because the strongest complaints in the threads are about safe medical use and trustworthy outputs.
  - [Showing disclaimer text at start of conversation only?](https://community.openai.com/t/showing-disclaimer-text-at-start-of-conversation-only/303298/7) `discourse` — 2023-07-20
  - [Suggestion for Improving AI in Medical Education and Training](https://community.openai.com/t/suggestion-for-improving-ai-in-medical-education-and-training/1106917) `discourse` — 2025-01-29
  - [Chatbot produces bad answers on the finetuned model](https://community.openai.com/t/chatbot-produces-bad-answers-on-the-finetuned-model/152108) `discourse` — 2023-04-11
  - [Artificial Intelligence in Medicine: My Personal Experience](https://community.openai.com/t/artificial-intelligence-in-medicine-my-personal-experience/822079) `discourse` — 2024-06-16
- Talk to small clinics and rural clinics first, since several repos and posts point to clinics, under-resourced settings, and local-first use cases.
  - [sachink1729/Healthcare-AI-Assistant-Medical-Data-Qdrant-Dspy-Groq](https://github.com/sachink1729/Healthcare-AI-Assistant-Medical-Data-Qdrant-Dspy-Groq) `github` — 2024-05-20
  - [Yxggla/AgentCare---Campus-Medical-Intelligence](https://github.com/Yxggla/AgentCare---Campus-Medical-Intelligence) `github` — 2026-02-24
  - [hamarsha/rural-medical-ai](https://github.com/hamarsha/rural-medical-ai) `github` — 2026-05-08
  - [Necroraijin/AEGIS-AI-Doctor-Assistant-App](https://github.com/Necroraijin/AEGIS-AI-Doctor-Assistant-App) `github` — 2026-02-22
  - [Bhanunikhil/Linq-Health-Clinic-AI-Messaging-Assistant](https://github.com/Bhanunikhil/Linq-Health-Clinic-AI-Messaging-Assistant) `github` — 2026-05-15
- If you want a wedge, productize the handoff between intake, triage, notes, and coding instead of competing head-on with generic medical Q&A.
  - [Show HN: AutoICD API – AI clinical coding platform for ICD-10 and SNOMED](https://news.ycombinator.com/item?id=47346296) `hackernews` — 2026-03-12
  - [Show HN: AskMedically – a research-backed AI copilot for clinical questions](https://news.ycombinator.com/item?id=44309240) `hackernews` — 2025-06-18
  - [Show HN: MCP server for ICD-10 and SNOMED clinical coding](https://news.ycombinator.com/item?id=47346251) `hackernews` — 2026-03-12
  - [(REALTIME API) - FEEDBACK - We Built a Star Trek Medical Computer on the Realtime API, It Works 30% of the Time](https://community.openai.com/t/realtime-api-feedback-we-built-a-star-trek-medical-computer-on-the-realtime-api-it-works-30-of-the-time/1373790) `discourse` — 2026-02-09
  - [Oracle Health Clinical AI Agent | Oracle Health](https://www.oracle.com/health/clinical-suite/clinical-ai-agent) `tavily`

## Domain names

- `medicalassistant.com` — taken
- `medicalassistant.io` — available
- `medical.com` — taken
- `getmedical.com` — taken

---

Sources searched: hackernews (17), github (20), githubissues (none), discourse (10), intent (2), stackexchange (none), registries (15), tavily (9), devto (10)

Generated by Shows Its Work — https://showsitsworks.com/idea/an-ai-assistant-for-medical-clinics
Findings link to their sources. Estimates are marked as estimates.