Independent Hazard & Boundary Analysis: Business Logic Security for AI & DeFi

Your code is valid. Your logic is sound. Your system is still about to collapse.

This is lawful instability: systemic failure through strictly valid behavior. CPK Solutions identifies these failure modes before they ship.

Business logic vulnerabilities traditional security is not designed to detect

When AI agents, game economies, and financial systems operate at machine speed, they exploit gradient surfaces in your business logic rather than classic vulnerabilities. Each individual action passes authentication, passes authorization, respects rate limits, and meets schema validation. The aggregate is catastrophic. Traditional frameworks (OWASP, MITRE ATT&CK, NIST CSF) excel at detecting invalid behavior; they were not designed to detect valid actions that create unsafe equilibria.

What you get

• Pre-incident risk clarity: identify where your system breaks before launch, not after compromise
• Systemic vulnerability identification: business logic and incentive-structure failure modes that scanners cannot see
• Zero conflicts: no products to sell, no remediation upsell; analysis is the only deliverable
• Research-backed methodology: game-theoretic equilibrium analysis grounded in published research

Systems analyzed

• Game studios and game economies
• AI and ML products, agentic systems
• DeFi platforms
• Fintech systems
• Web3 projects

Analysis engagements · Published research · Request analysis