lextrace Trust Companion: AI use-case governance and reusable evidence graph

AI teams are moving from experimentation to governed production. The hard part is no longer writing another policy document — it is knowing, at use-case level, who owns the system, who reviews its outputs, what data is used, which risks apply, and what evidence must exist as the system changes.

lextrace is a Trust Companion for AI teams. It turns each AI use case into a structured trust record: risk classification, human ownership, obligations, evidence requirements, review decisions and ongoing monitoring.

With lextrace, product, legal, risk, privacy, security and engineering teams can work from one shared record instead of scattered spreadsheets, memos, tickets and audit folders.

What lextrace helps teams do:

• classify AI use cases early and surface red flags before build time is wasted

• map the Human Responsibility Chain: use-case owner, risk reviewer, evidence record and ongoing oversight

• turn obligations into owned actions across product, legal, risk, security and engineering

• reuse evidence across EU AI Act, ISO/IEC 42001, NIST AI RMF, GDPR and customer assurance workflows

• keep decisions traceable as AI systems, data sources, vendors and deployment contexts evolve

We are especially interested in teams shipping real AI products or internal AI systems in regulated or trust-sensitive environments: financial services, HR, healthcare, legal, public sector, enterprise SaaS, procurement, risk, compliance and AI infrastructure.

lextrace does not replace professional legal, risk or security judgment. It structures the work, keeps experts in the loop, and turns decisions into reusable operational evidence.