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Operator-level views on AI strategy.

Writing for leaders who want to see how I reason through the messy realities of AI integration, scoping, and delivery. Published only when there is something worth saying.

Enterprise AI7 min readFeb 2026

Bridging the Gap: Why Technical Excellence Isn't Enough in AI.

The real bottleneck in enterprise AI delivery: connecting pristine technical capability to unforgiving business constraints, team adoption, and measurable ROI. Built from 30+ real client engagements.

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Shorter form, more often

I post several times a week on LinkedIn — on scoping, why pilots stall, and what actually separates a demo from a deployment. That is the best place to follow the thinking between longer pieces.

  • Weekly posts on AI scoping and delivery
  • Breakdowns of what goes wrong in production

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If you would rather see the work

Articles show how I think. The case studies show how that thinking performs under real constraints — at Deloitte, at Paperstack, and inside fractional mandates.

  • National NLP delivery at enterprise scale
  • The data platform behind a $10M ARR expansion
  • Embedded fractional CAIO engagements

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