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Auditability by Design: Creating Evidence Trails for AI Decisions
July 3, 2026by Dr Dawkins Brown
Why AI systems must be explainable, traceable, and defensible from the start EXECUTIVE SUMMARY As artificial intelligence becomes embedded in business operations, one question becomes unavoidable: can the organization prove what happened? When AI influences a decision, produces an output, or triggers a workflow, management must be able to reconstruct the process — the...
