AI FinOps & Quota Distortion Simulator

Total Token Spend

0M tokens burned

Productive Work Done

0 pts

True business output

Metric Distortion Index

0.0%

Goodhart's Law penalty

Rogue Agent Breaches

Hard quota limits hit

Policy & Incentive Levers

Daily Target Quota (kTok/dev)500k

Leaderboard Bonus Weight70%

Agent Fan-Out Limit8 sub-agents

In-Route Daily Hard Spend Cap ($100/dev)

Context Window Clamp (32k max)

Outcome-Based Evaluation (Not Raw Tokens)

Agent Recursive Loop Circuit Breaker

[System Ready] Configure policies and run 28-day simulation cycle.

Dev Squad	Behavior	Cost	Output

FinOps Diagnosis: Run simulation to evaluate organizational policy risk.