AI agent auditability

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When the Agent Acts, the Organization Is Still Accountable

September 13, 2026by Dr Dawkins Brown

A practical guide to customer trust, decision rights, human oversight and assurance in the age of autonomous AI agents Emerging Risk & Transformation Services • 2026 Executive Summary Artificial intelligence is moving rapidly from assisting customer-service employees to interacting directly with customers and taking action on an organization’s behalf. An AI agent may no longer...

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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...

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Taking seamless key performance indicators offline to maximise the long tail.

AI agent auditability

When the Agent Acts, the Organization Is Still Accountable

Auditability by Design: Creating Evidence Trails for AI Decisions

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