01 / AI and MCP
AI that does the work, with a physician in charge.
LongevityGraph's AI prepares, drafts and proposes. Clinical actions wait for a clinician, and every AI action is logged.
02 / What it does today
- Visit prep: new labs against your ranges, trends, adherence and open requests, before the patient arrives
- Chart synthesis across labs, regimen, wearables and notes
- Scribe: a drafted note and proposed follow-ups
- Drafted patient replies, grounded in the chart
- Proposed renewals and lab orders, waiting for your approval
- Care-gap review across the panel

03 / Guardrails
01Deterministic safety rules that the AI cannot override
02AI behavior is evaluated before every release
03A clinician approves every clinical action
04Every AI action is written to the audit log
04 / Your AI, connected
For physicians
Connect Claude or ChatGPT to your practice through MCP. Ask it to prepare tomorrow's visits, review care gaps, draft replies or propose orders. Anything clinical it proposes waits in LongevityGraph for your approval.
05 / Your patients' AI, connected
For patients
Patients can connect their own AI to their own record. They can log doses and symptoms, ask about results, and file regimen-change requests. They can't order, prescribe or book through it.
06 / Controls
- OAuth connections, approved by the user
- Scopes per connection
- An activity log for every connection
- One-click revoke
07 / Data handling
Clinical AI runs on Anthropic and OpenAI under executed Business Associate Agreements.