CapacityPilot is a labor capacity simulator. A user picks an industry, sets a production goal, and models their workforce and constraints; the app returns current capacity, the goal gap, an optimized hiring, overtime, and productivity plan, bottlenecks, and a cost forecast. A real-time Capacity Sandbox lets users adjust inputs live, a six-agent AI Operational Council reviews the plan, and industry playbooks compare it to best practice. Results compile into an executive report that can be exported to PDF or shared via a revocable link. Deterministic engines do the math, and the AI is guarded so it never invents numbers.