Consulting

Consulting refers to advisory services that help organizations develop, implement, and manage AI governance frameworks, policies, and compliance programs. AI governance consultants work with enterprises to assess risks, align AI systems with regulatory requirements, and establish best practices for responsible AI deployment. This matters because many organizations lack internal expertise to navigate complex governance challenges, and external consultants can accelerate the development of mature AI governance practices while reducing compliance gaps and operational risks.

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Corporate PolicyAustralia2026-06-06

Fabricated Court Quotes in Azure OpenAI Consulting Report Expose Professional Services Liability Gap

A consulting firm using Azure OpenAI produced a client deliverable containing non-existent references and fabricated court quotes, resulting in forced corrections and a partial refund. The incident, reported by Risk and Insurance, illustrates systemic failure of output verification, source validation, and human review controls in professional services AI workflows. It signals material professional liability exposure for any firm delivering AI-assisted work without enforceable quality gates.

hallucination professional-liability output-verification human-oversight consulting