•Enablement•6 min read
Training Compliance Teams with Generative AI—Without Losing Privilege
A blueprint for using generative AI to accelerate investigations and attestations while maintaining privilege walls.
Compliance investigations produce mountains of documents and interview notes. Generative AI can help, but only if privilege survives the workflow.
Design Principles
- Segmented data: Separate privileged and public materials at ingestion. Never commingle without explicit sign-off.
- Role-based access: Investigations stay behind limited access groups with watermarking and usage analytics.
- Human confirmation: Every AI-generated summary requires a human reviewer before it enters an official record.
Training Experience
We structure enablement sessions around real scenarios—regulator dawn raids, whistle-blower allegations, sanctions breaches. Teams practice drafting responses, interrogating policies, and escalating issues using Lex LLM.
Results
Clients reported a 40% faster document review cycle and better alignment between legal, compliance, and product teams. Most importantly, no privileged content crossed the firewall.