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Stress Testing Audits

Any consulting methodology can look correct under ideal conditions.

Real enterprises are not ideal.

They are messy, contradictory, regulated, political, and time-compressed.

Consulting-as-Code™ is designed to survive failure conditions.

Why Stress Testing Matters

Human consultants fail when: - Information conflicts - Numbers are misleading - Constraints are inconvenient - Executives disagree - Physics intervenes

LLMs fail when: - Math is required - Constraints must be enforced - Outputs must be reproducible - They are pressured to please

Stress testing exposes these failures.

The Audit Gauntlet

Consulting-as-Code™ is subjected to seven real-world audits, each designed to trigger a known failure mode.

These are not demos. They are adversarial tests.

Each audit includes: - A realistic enterprise scenario - Explicit traps - Expected human failures - Expected LLM failures - The Consulting-as-Code™ result

The Seven Audits

  1. Margin Squeeze + Code Freeze (Healthcare)
    Gross vs. net math + hard IT constraints

  2. Classified Air-Gap + Recurring Cost (Defense)
    SCIF security + annualized OpEx math

  3. CEO vs. CTO (Pharmaceuticals)
    Executive conflict + regulatory enforcement

  4. Net Loss + Physical Constraints (Logistics)
    Insurance deductibles + no-retrofit realities

  5. Labor Math + Privacy Law (Retail)
    Union rules + correct labor economics

  6. Basis Points + Explainability (Banking)
    Financial precision + OCC compliance

  7. Latency Physics + Opportunity Cost (Trading)
    Microseconds vs. revenue collapse

Each audit is documented independently in /audits/.

The Outcome

Seven industries. Seven failure modes. Zero failures.

Consulting-as-Code™ does not assume. It does not negotiate. It enforces reality.

If a strategy survives these tests, it survives the enterprise.