Published April 7, 2026 | Version v1
Working paper Open

Institutional AI Accountability Fabric (IAAF): System and Method for Authority-Linked Decision Provenance, Human Override Capture, and Replayable Audit Reconstruction

  • 1. Tumblehill Holdings

Description

Institutional AI Accountability Fabric (IAAF) presents a governance framework for preserving and reconstructing AI-assisted decisions in institutional settings. The framework links machine-generated recommendations to policy context, delegated authority, supervisory intervention, and later audit or review. Designed for regulated and high-consequence environments, IAAF is relevant to financial services, healthcare, cybersecurity, infrastructure, and public administration.

 

U.S. Patent Application No. 19/639,270 – Patent Pending

DOI: 10.5281/zenodo.19446234

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IAAF Overview.pdf

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