// Perspectives

The Brief.

Operational perspectives on AI implementation, readiness, and working with emerging technology in businesses that have real complexity.

February 15, 2026William Hahn, PhD

What an AI Readiness Audit Actually Looks Like

A readiness audit is not a sales process. It is a structured investigation into whether your business can absorb AI and where it would actually create leverage.

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February 1, 2026Brett Hahn

Why Most AI Implementations Fail Before They Start

The problem is rarely the technology. It is almost always the absence of an honest operational assessment before a single tool is selected.

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