Citera
Citera is a trust layer for AI-generated clinical regulatory documents.
Core trick
Span-verifies each quote against the source document and loops fixes through a verifier until each consent form meets its regulatory requirements.
Description
Citera is a trust layer for AI-generated clinical regulatory documents. Large language models can write documents that sound compliant, but in clinical research that can get a study suspended. Citera checks each requirement and proves, with evidence, whether a consent form really meets the regulation. Every quote is span-verified against the source document, so nothing is made up. It also has a Verification Loop: when a fix is proposed, Citera verifies it and repeats until the document is "Submission Ready", with a full audit trail. This matters because it lets reviewers trust AI instead of just believing it.
README excerpt
# Citera
Clinical Regulatory Intelligence Infrastructure that verifies
AI-generated regulatory documents using evidence-backed reasoning.
> **Claude proposes. Citera verifies.**
Large language models will happily write compliant-*sounding* clinical
documents. In regulated clinical research, compliant-sounding gets
studies suspended. Citera is the trust layer: a Verification Engine that
proves — with span-verified evidence and a replayable audit trail —
whether a document satisfies each regulatory requirement, and verifies
proposed fixes until the submission is ready.
All demo corpora in this repository are fully synthetic — no real
clinical data anywhere.
## Features
- **Playground** — interactive reviewer workspace; public sandbox, no
signup, sample studies included
- **Verification Loop** — failing requirements become Submission Ready
through verified iteration
- **Claude MCP** — the Verification Loop inside Claude Desktop and
Claude Code
- **REST API** — the canonical interface for applications and workflows
- **Evidence-backed Findings** — every quote round-trips byte-for-byte
against the source document; unverifiable claims are rejected, never
shown
- **Rulesets** — regulations as pluggable, versioned packs: FDA (US),
HSA (Singapore), BPOM (Indonesia, Bahasa Indonesia), TGA (Australia)
## Architecture
```
Claude / Playground / Applications
↓
MCP · Web · SDK
↓
REST /v1 (canonical)
↓
Verification Engine
retrieve →