How Medhara Works
Four steps to turn fragmented AI data into governed, auditable institutional intelligence.
Capture Events
Govern Context
Build Institutional Memory
Audit Everything
1. Capture Events
Medhara ingests events from your AI stack — agent calls, model responses, tool invocations, user feedback — in real time via lightweight SDKs and webhooks. No schema changes required.
2. Govern Context
Before any context reaches an agent, Medhara applies your organization's policies — access controls, data classification, retention rules — ensuring only safe, relevant information is surfaced.
3. Build Institutional Memory
High-value knowledge is promoted from raw events into durable, versioned memory. Decision rationale, stance changes, and policy outcomes become organizational assets — not ephemeral chat logs.
4. Audit Everything
Every interaction — which agent, which model, which data, which tool, which memory — is immutably logged. Reconstruct any AI decision chain in seconds.
Simple integration. Powerful control.