Product honesty

Honest limits

Legalithm generates dated, cited compliance artifacts from a versioned rules corpus. This page states what we do not test and what external evidence we accept.

Counsel review (Option B)

Legalithm rules corpus: 0% counsel-reviewed (0/52 subjects). Generated artifacts are not reviewed by counsel unless separately attested.

0 of 52 review subjects have a recorded counsel review in review-provenance.json.

What Legalithm does

  • Classify use cases against the versioned risk_map corpus
  • Generate Article 50 disclosure snippets and agent disclosure templates
  • Produce dated compliance records, Annex IV drafts, and FRIA PDFs from user input
  • Ingest and attest third-party evidence (e.g. independent bias audits)

What Legalithm does NOT test

  • Model fairness, bias, or robustness in your production environment
  • Runtime agent behaviour, tool calls, or chain-of-thought outputs
  • GDPR compliance, DPIA completion, or data-processing lawfulness
  • Notified-body conformity assessment or CE marking
  • Legal advice or counsel sign-off on any generated artifact

Evidence we accept

  • Third-party bias audit reports (mapped to Annex III area 4 + Article 10)
  • User-declared AgentProfile fields (never invented principals)
  • Counsel review entries committed to review-provenance.json (none yet)