Independent assurance that your legal AI is safe, compliant and defensible — tested, scored and certified. Built for General Counsel and Legal Operations leaders.
Adoption is racing ahead of governance. Regulators and boards now expect the GC to evidence that AI use is controlled — not simply assert it.
Saber Labs resolves this: adopt fast — but on an assured, evidenced footing.
The Legal AI Assurance Framework (LAAF) takes you from policy to proof — turning assertions into independently verified evidence.
Risk framework, use-case tiering, accountable ownership and intake governance across all AI tools.
Data security architecture across Claude, OpenAI, Copilot, Gemini, Harvey — classification gates, ZDR, encryption, ethical walls.
Acceptable-use policies, human-in-the-loop checkpoints by tier, verification discipline and incident response playbooks.
Independent testing, hallucination & privilege-leakage benchmarking, and Bronze/Silver/Gold certification. Policies are assertions — this is proof.
AI Governance Committee, monthly monitoring, annual re-certification and triggered re-tests on model or vendor changes.
Every engagement maps your AI estate across the six legal-AI risk domains that matter — each with a definition, legal-context consequence, and mapped controls.
Client data leakage; privilege waiver via uncontrolled tools or prompts.
Fabricated citations, wrong law, silent errors reaching clients or courts.
GDPR lawful basis, international transfers, retention, special-category data.
EU AI Act, SRA conduct rules, sector regulation, competence duties.
Model changes, sub-processors, lock-in, availability, supply-chain risk.
Bias, transparency to clients, disclosure of AI use, public trust.
Start anywhere — most clients begin with Assess and convert to Assure within the same quarter.
Three levels of certification against the LAAF framework — evidence you can put in front of a board, a regulator, or a court.
Assessed
Risks and gaps documented. Your AI estate is mapped and you understand exactly where you stand.
Controls Implemented
Controls in place and evidenced. Policies, HITL workflows, and governance are live and operating.
Independently Tested
Hallucination & leakage benchmarks run, platform re-audited annually. Board-ready certification.
Aligned to the frameworks that matter
Every AI use case tiered, controlled, evidenced — and a certification you can show the board.
Estate inventory · diagnostic · risk register · findings to the board
Consumer-tool lockdown · AUP live · Tier 3 freeze-and-review
Framework tailored · data security architecture · HITL workflows · training rollout
Benchmark testing · certification · governance committee owns steady state
A 45-minute session with your leadership team — we map your current AI estate to the six risk domains and show you exactly where you stand. No charge, no obligation.
We'll be in touch within one business day to schedule your AI risk briefing.