Governance reviews fail in predictable ways. Teams skip scoping and try to assess a system whose boundaries no one has defined. They jump to risk scoring without first checking which regulations apply. They treat hard-stop conditions as a final filter instead of an early one, so the team has already invested weeks before discovering the system should never have been on the table. They produce a verdict but never name who is accountable for it.
SAFEARC fixes the order. Each pillar has a prerequisite relationship to the next. You cannot Align before you Scan, you cannot Evaluate before you Filter, and you cannot Assign before you have something to assign authority over. The sequence is part of the architecture.
Scan documents the system, its data flows, its users, and its deployment context. The output is a system registry entry and a dependency map. Without this, every later pillar is guessing at scope.
Align maps the system against regulation, standards, and internal policy. The output is a compliance profile that lists applicable frameworks, current conformance, and gaps to close.
Filter applies hard-stop conditions. If the system trips a hard-stop, the review ends. The output is a risk-tier assignment that either clears the system to scoring or ends the process with cause documented.
Evaluate scores the system across accuracy, fairness, security, privacy, transparency, and human oversight. The output is a scored evaluation record with reasoning attached to each dimension.
Assign translates the evaluation into a deployment decision and names the people accountable for it. The output is a responsibility matrix that survives staff turnover and audit questions.
Renew sets the review cadence and the drift triggers that pull a system back into review off-schedule. The output is a monitoring log and a calendar of scheduled reassessments.
Contain documents incident classification, escalation paths, and shutdown authority. The output is an incident response plan that exists before the incident, not after. The deeper protocol lives in the STABLE module.
SAFEARC synthesizes 68 source documents covering the EU AI Act, the OECD AI Principles, the NIST AI Risk Management Framework, and ISO/IEC 42001. The contribution is not a new set of rules. It is an architecture that takes existing rules and converts them into a sequence a real review team can execute, score, and document.
Founder of Cinderpoint Systems LLC. M.S. Artificial Intelligence (MSAI), M.S. Management (MSM). Researches how systems fail under speed, opacity, and scale.