SocioProphet DocsDeterministic AI, governed operations, and boundary-first cybernetics

Public-safe documentation for institutional deployment, governed AI, Entity Analytics, agent operations, and authorized cyberdefense.

Deterministic AI

Mathematical safety bounds, proof-bearing workflows, and explicit public versus restricted boundaries.

Institutional oversight, bounded agent execution, and reviewable promotion logic.

Operator roles, workflow states, capability routing, and control surfaces.

Typed Event-IR, governed entity graphs, merge controls, and proof artifacts.

Defense-first validation, simulation boundaries, and evidence-led remediation.

Component → Port → Contract → BoundaryEvent, with negative evidence as first-class.