Gartner found the average employee went from 2 planned enterprise changes in 2016 to 10 in 2022. Only 32% of business leaders say their last change achieved healthy adoption.
Here's the number that isn't in either study. Change teams didn't grow at anything close to that rate. Across 3 decades, I've watched the ratio settle at roughly 1 change practitioner for every 10,000 impacted stakeholders.
If you're an internal CMer, you already live this. You're carrying the HRIS rollout. The finance process redesign that "shouldn't need much change support." And the Copilot pilot someone added to your plate last Thursday.
Do the math on 10,000 people.
5 minutes with each of them is 833 hours. About 21 weeks of full-time work. Before a single stakeholder map, impact assessment, training plan, or sponsor meeting.
So you don't reach 10,000 people. Nobody can. You reach them through the people who can. Sponsors. Leaders. Middle managers. Champions.
That's the part of the job most people outside our field never see. You aren't delivering the change to 10,000 people. You're equipping the 200 who will.
And every one of those 200 needs something from you. The sponsor needs talking points for Thursday's town hall. The ops director needs the impact in his team's language. 40 managers need the conversation to have when someone pushes back. The champions need their coaching pack.
That's hundreds of artifacts. Per program. Times 3 programs.
This is where the ratio breaks. Not in the room with those 200. In the evenings, building what they need to walk into their own rooms.
When one practitioner hand-builds everything for 200 people, most of them get the generic version. The generic version doesn't answer what the ops team is actually asking. And 10,000 people hear the change from a leader who wasn't equipped to explain it.
Here's what's changing.
When the structural first draft of each artifact comes from specialist AI encoded with senior CM judgment, you stop being the bottleneck between the change and the people carrying it. Every sponsor, leader, and manager gets a version built for their audience. Calibrated by you.
The ratio doesn't change. Nobody is approving headcount. What changes is how far one practitioner's judgment can reach.
1 practitioner. 200 equipped leaders. 10,000 stakeholders who hear it from someone ready to explain it.
Something is changing.