Your engineers already chose.
Six months ago I started touring developer events to learn how AI adoption was actually moving on the ground — not the keynote version, the hallway version.
23 events later, the pattern is unmistakable.
The AI literacy gap is enormous — power users vs. enterprise learners — and the middle is where every opportunity lives.
Adoption is happening bottom-up. IC engineer tries a tool on a side project. Team adopts it. Leadership ratifies it six months later. This is the opposite of how enterprise software has worked for 20 years.
~95% of AI-engaged developers run a side project or business. Typing cost dropped. Taste is the new ceiling.
Nobody is marrying one model family. Developers trade Claude, GPT, Gemini, GLM, Kimi, Grok, and MiniMax like day traders.
April was “spend every token.” May was “cut the spend.” Usage-based billing woke everyone up overnight.
Meetups are back. AI stripped the monotonous work and left the human parts worth arguing about in person.
And enterprise finally caught up — from “pilot policy” to “how fast can we ship?”
The tech is moving fast. The social layer is moving faster.
CEOs — stop managing AI like 2015 software. Your team already picked. Your job is to ratify, govern, and unblock — not to pick.
Save this. Send it to your CTO.
#FractionalCTO #MidMarketCEO #AIAadoption #DevRel #EngineeringLeadership #IndianStartups #CTOAdvisory #EnterpriseAI #AIGovernance #AITransformation #DigitalLeadership #FutureOfWork
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