JSON Schema for decision events as governance evidence units in automated decision and real-time risk systems. MIT.

Python library for evidence sufficiency scoring in governance assessments under delayed ground truth, drift, and decision-readiness constraints.

Benchmark dataset and evaluation harness for comparing governance evidence feasibility across rule-based, hybrid ML, streaming, and agentic AI decision systems.

Python SDK for collecting raw system signals into Decision Event Schema evidence units with provenance, attribution, temporal metadata, and validation.