pycharter
Data contracts, validation, and ontology
Data contracts management: schema validation, transformations, and ontology building so downstream systems share one governed semantic layer.
Open docsPackage Router
Domain packages sit on a ring around pygubernator: solid arrows follow the data handoff chain; dotted lines show orchestration from the hub. Select a node to read its role, then open documentation.
Solid arrows — data handoff · Dotted lines — pygubernator orchestration
Data contracts, validation, and ontology
Data contracts management: schema validation, transformations, and ontology building so downstream systems share one governed semantic layer.
Open docsDeterministic state-machine lifecycles
State machine management for operations: deterministic lifecycle control, explicit transitions, and safeguards so every phase stays accountable.
Open docsOptimization engine and modeling toolkit
Optimization and modeling toolkit for objectives, constraints, and allocation-style problems across the engine.
Open docsSynthetic data and model lifecycle
Synthetic data generation plus model training and management—realistic datasets and ML workflows without weakening contract or policy boundaries.
Open docsBusiness rules, analytics, and features
Business logic and rules management: analytics, feature engineering, and decision-ready signals built on governed data and state.
Open docsRisk and security management
Risk and security management: policy bounds, threat-aware checks, and enforcement before capital or actions leave the controlled perimeter.
Open docsControl plane and external interface
Control system for executing actions and orders—the bridge between Optophi’s ecosystem and brokers, venues, and external systems with auditability.
Open docsCentral workflow orchestration
Coordinates workflows end to end: relays data between services, sequences domain packages, and delivers a single holistic service surface to operators and applications.
Open docs