01
Contracts, ontology, and synthetic data
Governed contracts and ontologies align with synthetic and ML-ready datasets so generation stays schema-safe and explainable.
Optophi Engine
Composable infrastructure for governed data, decisions, and execution.
Optophi is the technical counterpart to Evidfi: eight specialized Python libraries plus pygubernator orchestration—contracts, state, optimization, synthetic data, analytics, risk, and control—wired into one traceable engine for automated operations.
Policy-gated execution from governed data through optimization to the control plane.
Risk, security, and contract layers so automation stays visible and defensible.
Eight domain packages coordinated by pygubernator into one holistic service surface.
System Pipeline
How the Optophi engine operates
Four layers move from contracts and synthetic data through lifecycle and optimization, analytics and features, to risk-aware execution. pygubernator orchestrates handoffs across them so operators see one coherent workflow.
02
Lifecycle and optimization
Deterministic state machines and optimization models turn policy and objectives into concrete, replayable decisions.
03
Rules, analytics, and features
Business rules, analytics, and engineered features translate raw state and data into decision-grade signals.
04
Risk, security, and controlled execution
Risk and security gates precede execution—the control layer that connects approved intent to the outside world.
Open Source Ecosystem
Packages maintained by Optophi
Each library owns a clear concern; together they form a production-grade stack, with pygubernator relaying data and sequencing work across services.
pycharter
Data contracts, validation, and ontology
Data contracts management: schema validation, transformations, and ontology building so downstream systems share one governed semantic layer.
Open docspystator
Deterministic state-machine lifecycles
State machine management for operations: deterministic lifecycle control, explicit transitions, and safeguards so every phase stays accountable.
Open docspyoptima
Optimization engine and modeling toolkit
Optimization and modeling toolkit for objectives, constraints, and allocation-style problems across the engine.
Open docspycatalyst
Synthetic data and model lifecycle
Synthetic data generation plus model training and management—realistic datasets and ML workflows without weakening contract or policy boundaries.
Open docspyalbedo
Business rules, analytics, and features
Business logic and rules management: analytics, feature engineering, and decision-ready signals built on governed data and state.
Open docspyfortis
Risk and security management
Risk and security management: policy bounds, threat-aware checks, and enforcement before capital or actions leave the controlled perimeter.
Open docspyactuator
Control 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 docspygubernator
Central 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