A dignified grey wolf in an oxblood waistcoat — the CIO
The CIO — shouldering the AI transformation

For CIOs

AI transformation is a cultural problem.

Steve Yegge helps engineering organizations get it right — from fifty engineers to fifty thousand. The technology is rarely what breaks. The breakage is almost always cultural, and it happens inside the engineering org, not at the model. That is the work.

He has built and rebuilt engineering cultures at Amazon, Google, Grab, and Sourcegraph, and he is still shipping code at the frontier of agentic development. That mix — operator who has run the org, practitioner who still uses the tools every day — is what lets him walk into a stalled transformation and name the actual blocker.

Featured in The New York Times Wired Deloitte Tech Trends Harvard Business Review Coverage & impact →

Where it actually breaks

Most organizations Steve is called into are stuck in one of three places. The blocker is almost never the model:

  • Skeptical

    You've watched a dozen hype cycles come and go, and some of this really is overhyped — but the step change underneath is real, and the noise is drowning it out.

  • Moving too fast

    The adoption dashboards are green, but adoption is not transformation. The org chart, the review process, and how work gets allocated are what actually have to change.

  • Stuck in pilot

    The pilot went fine. The problem was the organization it landed in — which is why more tooling won't fix it.

Adoption is not transformation. None of the part that matters shows up on a seat-license dashboard.

Recognize your org? The diagnosis usually runs deeper than one conversation. Essential reading for CIOs — the full, archetype-sorted list →

Talk through where you're stuck

How Steve helps

Engagements are single- or multi-day, tailored to where you're stuck. Three formats, usually combined:

  • Keynotes & company-wide talks

    Get a whole organization excited to change and pointed in one direction. Full-org sessions are often attended by thousands.

  • Bespoke leadership & skeptic sessions

    Small, off-the-record rooms with the leaders, principals, and skeptics whose buy-in decides whether a rollout sticks. Converting skeptics is what Steve is most often brought in to do.

  • Vibe Coding workshops

    The 8-level AI-adoption program with co-author Gene Kim — already taught at FAANG-class companies, banks, and research labs.

See the full services →

Bring Steve to your org

The results

Teams leave bought into AI literacy and experimentation, and clear-eyed about adopting it deliberately. That mix of enthusiasm and caution is why the energy doesn't wear off. A recent full-org session at an S&P 500 SaaS company drew more than 2,000 engineers — to the surprise of its IT department.

Having you at Arkana gave our engineering team a massive boost and the energy hasn't worn off.
— Owen Parker · CTO, Arkana Labs

References available from Commonwealth Bank of Australia and Arkana Labs. See recent engagements →

Ask about an engagement

Get in touch

Steve takes a small number of engagements at a time. The best ones start with a short, direct note about where your organization is — skeptical board, eager team, stalled pilot — and what you're trying to accomplish.

Book an engagement