AI Operations Center

Specialized agents that answer with real numbers — every recommendation, sizing, plan, and diagnosis is computed by the platform's engines, then narrated. Works with no API key (mock provider); connect a model to upgrade the reasoning. Agents never execute changes without a confirmed, gated action.