The Reilly Sentinel Protocol (RSP): Implementation Guide for Blockchain-Anchored AI Integrity

This report introduces the Reilly Sentinel Protocol (RSP) — a novel framework for anchoring artificial intelligence (AI) datasets, training events, and inference outputs into blockchain-based receipts. RSP establishes verifiable, tamper-evident audit trails across the AI lifecycle, ensuring transparency, accountability, and regulatory compliance.

The implementation guide provides:

Reference architecture and cryptographic primitives

Canonical receipt schemas (dataset, training, inference)

Step-by-step deployment procedures with pseudocode

Verification and audit workflows

Compliance mapping (SOC 2, ISO 27001, emerging AI regulations)

Operational best practices and governance considerations

By combining blockchain immutability with AI audit requirements, RSP delivers a new class of integrity assurance — enabling enterprises, regulators, and researchers to trust and verify AI systems at scale.