Companion, not replacement
Keep the tools that discover, secure, and assess. Add a verifiable AI record.
Briard-AI focuses on the evidence package between raw signals and a reviewer’s decision.
| Layer | Primary job | Typical evidence | How it fits |
|---|---|---|---|
| Briard-AI | AI-specific accountable records and verifiable evidence packages | Metadata, attestations, evidence references, package manifests, ledger events | Use it to prepare and preserve the record; keep human review. |
| Horizontal GRC, including Vanta or Drata | Broad compliance, risk, trust, and evidence operations | Organization-wide controls and integrations | Keep it as the broader GRC layer; link approved evidence rather than duplicate it. |
| Browser AI visibility, including Push Security | Discover and control AI and SaaS activity in the browser | Browser telemetry, usage signals, and enforcement | Use it as an inventory signal; confirm each imported system before treating it as governed. |
| CMMC assessor or qualified advisor | Independent assessment, interpretation, and professional review | Authorized evidence review and findings | Briard-AI prepares records but never replaces professional judgment. |
Current positioning sources
Reviewed August 11, 2026. Vendor descriptions come from vendor-published material; regulatory context comes from government sources.