What changes for your team

Clearer boundaries, observable behavior, and evidence for technical acceptance.

What a scoped build can include

  • Architecture and AI threat review
  • Identity, least privilege, isolation, and secrets design
  • Prompt-injection and data-exfiltration test planning
  • Retrieval permission checks and output validation
  • Evaluation sets, audit trails, and monitoring design

A practical example

A malicious instruction inside a retrieved document must not grant an agent permission to reveal unrelated records or run an unauthorized action.

Illustrative application. Exact scope, controls, and deployment feasibility are agreed during discovery.

How success is assessed

Boundary violations, adversarial cases, traceability, and safe behavior when dependencies fail.