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INSIGHTS

Notes from inside the work.

Short, practical pieces on operating growth-stage companies and putting AI to work — written from engagements, not theory.

OPERATING4 min read

Why I stay and fix it, instead of writing a report

The difference between an advisor and an operator is who owns the outcome.

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AI5 min read

AI virtual employees: hype, reality, and where to start

What they actually are, where they pay off, and how to launch them without putting the business at risk.

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