Opinion: We keep buying AI licences and wondering why nothing’s changed. Maybe effective change is the real bottleneck, writes Dom Price.
Here’s an experiment every enterprise seems to be running right now, whether they’ve noticed or not.
Step one: buy the AI tool. Step two: send an email announcing the AI tool. Step three: wait for transformation.
Step four never arrives. Six months later someone in the leadership offsite asks why adoption is “patchy,” and everyone nods gravely as if this is a mystery on the scale of the Bermuda Triangle, rather than the entirely predictable result of steps one through three.
To be clear, this isn’t an AI problem. AI is just the loudest, fastest example of it we’ve had in years, after digital transformation and agile transformation. The real problem is that most organisations have never upgraded how they do change. They’ve got a change management process built for a world where change happened occasionally, in discrete projects, with a start and an end date. We now live in a world where change is the operating condition, not the event. And running permanent change through an occasional-change process is like trying to stream a football match through a fax machine. Technically two machines are involved. Nothing useful is happening.
So let’s talk about what an upgrade actually looks like, because “communicate more” and “get leadership buy-in” are not a methodology, they’re a wish.
Your human OS has three requirements,
and most rollouts nail one
I think about this as upgrading the human operating system underneath whatever new tool, process, or way of working you’re introducing. And there are three non-negotiable components. Miss any one of them and the other two are decoration.
1. Capability
Have you actually taught people how to do the new thing? Not “here’s a Loom video,” not “it’s intuitive, just have a play,” but real, deliberate skill-building in the tacit behaviours the new way of working actually requires.
With AI specifically, this is where most organisations quietly fail. They train people on the interface, which button to click, which prompt template to paste, and call that capability. It isn’t. The actual skill is judgement: knowing when to trust the output, when to interrogate it, when to throw the whole thing away and do it yourself. That’s not a feature of the tool. That’s a human capability you have to build, deliberately, over time, with feedback. Nobody develops judgement from a lunch-and-learn.
2. Capacity
Have you given people the space, time, and psychological room to actually practise the new thing, badly, before they’re expected to do it well?
This is the one everyone forgets because it costs something visible. You can announce capability-building for free (it’s a PDF). Capacity costs actual calendar time, actual headcount slack, actual permission to be slower this quarter than last quarter while people move from “I understand this in theory” to “I can do this under pressure, in my real job, with real stakes.” If your people are still expected to hit last year’s output targets while also learning an entirely new way of producing that output, you haven’t given them capacity. You’ve given them a second job.
3. Willingness
Do your incentives and your ways of working actually reward the new behaviour, or do they quietly punish it?
This is the one that embarrasses leadership teams the most, because it’s rarely a mystery once you look at it honestly. You say you want experimentation, but your performance framework still treats variance from process as a defect. You say you want people using AI to challenge their own thinking, but the meeting culture still rewards whoever sounds most certain. You say failed experiments are “learning,” but the person whose AI-assisted proposal didn’t land is the one who gets quietly left off the next project. People are extremely good at reading the actual incentives underneath the stated ones. If the incentives and the ask don’t match, willingness collapses, and no amount of training fixes that.
Why two out of three is worse than none out of three
I’ve watched all six combinations play out in the wild, and this is the bit that should make every executive team wince a little. Partial credit doesn’t work the way you’d hope.
Capability and capacity, no willingness: your people are fully trained, given all the time in the world to practise, and quietly punished the moment they actually use any of it. You’ve built a Ferrari and put a 5km/h limit on the car park, with someone standing there holding a clipboard.
Capability and willingness, no capacity: everyone’s skilled up, genuinely up for it, and given absolutely no time to actually do it because the day job never made room. This is the “I’ll get to it” graveyard. Enthusiasm with nowhere to land is just guilt with extra steps.
Capacity and willingness, no capability: oh dear. Genuinely, oh dear. You’ve told people to go experiment, cleared their diary, promised there’s no such thing as a stupid question, and given them none of the actual skill to do it safely or well. This is how an AI-drafted client email goes out with the wrong numbers in it, or an enthusiastic volunteer rebuilds a core process from scratch and nobody notices what’s broken until it’s live. Willingness without capability isn’t bravery. It’s handing someone the car keys, waving them off, and calling it culture.
Capability alone: trained, unwilling, and with no room to try. Knowledge rot. They can recite the theory in an interview and never once use it.
Capacity alone: time and space, no skill, no motivation. Expensive daydreaming.
Willingness alone: raring to go, no skill, no room. Pure, unfiltered chaos, delivered with a smile.
You need all three, at the same time, deliberately built. Not because it’s a nice framework for a slide (though it is), but because AI has simply raised the cost of getting this wrong. The tools are moving fast enough now that the gap between “we rolled it out” and “our people can actually use it well” is where competitive advantage is quietly being won and lost.
So here’s the honest question for your next leadership meeting, and I’d start here before you buy another licence: of capability, capacity, and willingness, which one is your organisation actually missing, and who’s been avoiding saying so out loud?
Dom Price is a work futurist, NED, and advisor on organisational design, teams, and the future of work.
Want to see more Forbes articles on your feed? Tap here to make Forbes Australia a preferred source on Google.
Look back on the week that was with hand-picked articles from Australia and around the world. Sign up to the Forbes Australia newsletter here or become a member here.
