AI Labs — Defense
Pre-litigation audit and compliance for frontier AI labs.
GPAI Code-of-Practice readiness, EU AI Act Annex III preparation, DP-epsilon auditing on your own models, and unlearning certificate verification. The same forensic methods used against you — turned into a compliance moat.
- → DP-Epsilon Auditing — Kairouz / Steinke / Zanella-Beguelin bounds, 7 detector adapters
- → Unlearning Verification — MUSE 6-axis verifier produces certificates
- → GPAI Code-of-Practice Audit — readiness with gap remediation roadmap
- → EU AI Act Annex III — Category 8 readiness, Aug 2026 deadline
- → Pre-Litigation Forensic Audit — see what plaintiffs would see, privately
Pricing
Engagements from $50K. Annual retainer from $250K. Sized to lab footprint and model count.
Confidentiality & conflicts
AI Lab engagements are NDA-bound and sit in a separate operational silo from rights-holder and litigator engagements. Information walls documented and audited.
Read the full conflict-of-interest policy