JSON Schema for decision events as governance evidence units in automated decision and real-time risk systems. MIT.
Transaction risk assessment system with real-time ML inference, rule-based decisioning, API service, UI client, and CI/CD pipeline.
Python library for evidence sufficiency scoring in governance assessments under delayed ground truth, drift, and decision-readiness constraints.
Python toolkit for label-free monitoring of governance evidence degradation in delayed-label risk decision systems using proxy drift monitors and response chains.
Python SDK for collecting raw system signals into Decision Event Schema evidence units with provenance, attribution, temporal metadata, and validation.
Benchmark dataset and evaluation harness for comparing governance evidence feasibility across rule-based, hybrid ML, streaming, and agentic AI decision systems.
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