Case study

Enterprise pilot

Anonymized enterprise pilot: LLM red-team engagement plus AI governance review before public launch.

LLM red team + governanceAI
Enterprise pilot case study hero
Client
Enterprise pilot (anonymized)
Industry
Enterprise software
Duration
6 weeks
Services
LLM red team, AI governance review, Evaluation harness

About the project

An enterprise software company launching a customer-facing AI feature needed red-team validation before GA.

Challenge

Prototype worked in demos but lacked evaluation harnesses and abuse-case testing.

Our approach

  • Red team against production-like deployment
  • Governance review with legal and security
  • Evaluation harness before launch

Result

12Critical issues resolved pre-launch
GAApproved for public launch
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