Use inventory and ownership
Identify material AI uses, responsible owners, data classes, external tools and decision points.
Evidence-led · Remote-first · Jurisdiction-neutral core
AI governance for law firms
A law firm does not need more AI policy language. It needs evidence that material AI-assisted work remains attributable, reviewable and reconstructible.
Control model
What Tracewarden tests
The assessment is scoped to evidence, governance and operational control. It does not convert a jurisdiction-neutral review into an unsupported claim of local legal compliance.
Traceability
Test whether a material matter can be reconstructed from records: system, purpose, inputs, sources, outputs, review and final decision.
Meaningful human oversight
Examine competence, authority, timing and evidence of human intervention rather than relying on nominal approval.
Vendor governance
Review third-party dependencies, model or product changes, data handling, evidence access and exit risk.
Professional evidence
Preserve records that show how AI supported — but did not silently replace — accountable professional judgment.
Adversarial exposure
Identify where external documents, retrieval sources or connected tools can introduce indirect prompt injection or contaminated instructions.
Evidence before assertion
The practical test is reconstructibility.
A control is stronger when the organisation can show what happened from records: the relevant system, source material, AI-assisted output, human intervention, exception path and final accountable action. Tracewarden separates fact, inference, limitation and remediation so findings remain tied to the evidence actually reviewed.
Published researchTraceability, human validation and defensible AI use in legal work.Review publication →
Founder accountabilityNamed professional responsibility rather than anonymous assurance language.Founder profile →
Observed failuresDocumented cases translated into governance lessons.Open Observatory →
Assessment boundaryLocal-law conclusions are escalated instead of guessed.Review boundary →
Related assessment paths
Continue through the evidence chain
Next step
Start with one material workflow, not a generic AI inventory.
Tracewarden can scope a focused assessment around a decision path, control question or vendor dependency and define the evidence needed before the review begins.