Agents don't fail on intelligence. They fail on organization.
Every company is buying AI. Almost none have redesigned the work. The result is the same everywhere: pilots that impress in the demo and die in the org chart — because nobody decided what the agents own, what the humans own, and who is accountable for the seam between them. That is not a technology question. It's an organizational design question. And org design is what I've done for twenty-five years.
0
AI companies scaled past billion-dollar valuations with talent functions Jon built from zero — including a NYSE IPO @ $3B.
0
of a typical knowledge-work pipeline is automatable with today's agents. Most companies have captured almost none of it.
0
remains irreplaceably human — judgment, taste, accountability. Knowing which 40% is the entire job.
Built by someone who's been in the room.
I've spent 25 years leading talent and organizational strategy inside Apple, Amazon, and two AI companies that crossed billion-dollar valuations — including building SoundHound AI's talent function from zero through its NYSE IPO @ $3B, and deploying production AI agents at scale inside a Cambridge AI unicorn.
In 2019 I asked Jeff Bezos what he'd study if he were a college freshman. "Machine learning, full stop." I've spent every year since at the center of that answer — first scaling the people who build AI, now designing the organizations where people and agents work side by side.
The Chief Agent Officer is the role every board will be hiring in three years. I'm defining it now.
From scattered to unstoppable. Four steps.
See the whole board.
A complete picture of the AI tools that matter right now, the workflows your teams really run, and how your people think about AI — where they trust it, where they hide it, where they've quietly given up. You can't design around a culture you haven't measured.
Design the one system.
A central framework for the whole company: what agents own, what humans own, and how work moves between them. Built from what's already working inside your walls — your best people's workflows, promoted to company standard.
Make it the default.
The framework goes into the pipeline, not a policy doc. Using the system becomes the fastest way to get work shipped — so the consistent behavior you've been asking for stops needing to be asked for. Adoption by gravity, not by reminder.
Watch it compound.
Realized value goes on a visible scoreboard — cycle time, output per person, cost per launch — and wins ship weekly. Momentum recruits the rest of the organization on its own.
You're not adopting AI anymore.
You're pulling away.
Want the deeper dive? The interactive walkthrough puts you inside each step of the method — yours to download, keep, and share with your leadership team.
Download the interactive walkthrough ↓Hear how I think.
No hype, no jargon, hot takes without the fluff. Conversations about AI, work, and who does it now — from someone who's built the teams inside the companies building the technology. If you'd rather judge the thinking before you book the call, start here.
Listen to the latest episode →Your next org chart
has agents on it.
Advisory, board work, and speaking for companies that want the hybrid workforce designed on purpose. One conversation tells you whether this is for you.
Start the conversation