Insights

Notes from the work, not the hype

Practical thinking from the engineers and operators replacing manual work with systems that actually ship in production.

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A decision framework for CTOs and Heads of AI in 2026. Four paths — Build, Buy, Partner, Wait — with honest costs, timelines, and failure modes.

There is a specific shape that enterprise AI projects take when they actually ship. Here's the week-by-week breakdown.

The question is almost never framed correctly. A framework for deciding how to stand up AI capability — honest about where each option breaks.

Most enterprise AI projects fail. Here's what separates the ones that ship from the ones that stall — based on what we've seen across 6 industries.

You need senior AI leadership but aren't ready for a full-time hire. Here's how the fractional model works and when it makes sense.