ARM AI Governance exists to answer the question every organisation deploying AI in high-stakes environments is quietly terrified of: if something goes wrong, can you prove a human was accountable?
"Humans in the loop. Always."
AI is moving faster than the governance frameworks designed to contain it. In high-stakes environments — clinical settings, institutional decision-making, professional practice — this creates a specific and compounding risk: the tool makes a consequential decision, no human signed off on it, and nobody can prove otherwise.
ARM AI Governance builds the infrastructure that closes this gap — producing the documented proof of human accountability that regulators are beginning to require, insurers are beginning to price, and courts are beginning to hear cases about.
ARM AI Governance operates through a structured certification architecture — each layer adding a distinct form of verifiable human accountability to the AI systems we review.
Whether you're an organisation deploying AI in clinical settings, a platform building for professional markets, or an institution that needs third-party verification — reach out to start the conversation.
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