Case Studies

Challenge

Multi-agent system executing trades required deterministic spend controls and audit trail for regulatory compliance.

Solution

Budget gates with per-transaction caps, hash-linked execution ledger, and regulatory replay verification.

Outcomes

• Zero unauthorized transactions in 12 months
• Full audit trail for regulatory examination
• Deterministic replay passed 100% of spot checks

Challenge

AI agents handling support tickets needed to prevent data leakage and enforce action boundaries.

Solution

Egress filtering for PII/secrets, action type registry, and tenant isolation enforcement.

Outcomes

• 47 secret leak attempts blocked
• Action scope limited to approved categories
• Cross-tenant access attempts detected and blocked

Challenge

Autonomous agents managing cloud infrastructure required blast radius containment and rollback capability.

Solution

Execution boundary enforcement, lockdown protocol, and versioned policy rules for deterministic behavior.

Outcomes

• Runaway deployments prevented via rate limiting
• Emergency lockdown tested and verified
• Policy version rollback completed in < 60 seconds

Challenge

AI recommendations for clinical workflows required human oversight gates and complete audit trails.

Solution

Mandatory human review for high-risk actions, governance scoring, and executive reporting.

Outcomes

• 100% human review compliance for flagged decisions
• Governance score maintained above 90
• Monthly board reports with full evidence packs