The Five C's Model
The Five C'sof AI Adoption.
Most organizations cannot say where they stand with AI, or what to do next. This is how we answer both: five stages from scattered experiments to a system that runs without heroics, and a monthly rhythm that keeps you climbing.
We built it from a pattern we kept seeing in mid-market companies. The ones where AI sticks have someone senior who owns the climb. The ones where it stalls bought licenses and hoped.
- 05CompoundingThe system outlives any one person.
- 04CreatingThings get built, each one owned.
- 03CapableThe floor exists. Weekly use on real work.
- 02ChaoticScattered experiments. No shared floor.
- 01CuriousAI is in the conversation. Nobody owns it.
Adoption happens in five stages.
Your stage is your organization's center of gravity. Departments sit at different rungs all the time, so a Capable company can carry a Chaotic finance team without anything being wrong. The stage above you is the one to aim at.
01
Curious
AI is in the conversation, but nobody owns it. A few subscriptions, some hallway talk, maybe a demo that impressed the exec team. Nothing has changed about how the work gets done.
02
Chaotic
The most common stage, and the honest name for it. Licenses bought, scattered experiments, two or three enthusiasts doing great work nobody else can see. No shared floor, no rules anyone follows, no way to say what any of it is worth.
03
Capable
The floor exists. Most of your people use AI every week on real work, trained on your workflows rather than generic demos. There is a published list of approved tools, good use spreads between teams, and you can roughly say what it saves.
04
Creating
Things get built. Tools and automations, made by your people or made for you, do real work in your operations. Every one of them has a named owner, a review step before anyone relies on it, and a known monthly cost.
05
Compounding
The system outlives any one person. New hires onboard into your AI tools and norms in their first weeks, results reach leadership in hours and dollars, and if your most AI-capable person left tomorrow, nothing you rely on would break.
Held by practice
Stages are kept up month to month. When the cadence stops, organizations slide back down the ladder. That is why the model ships with a rhythm built in.
Risk runs backwards
The riskiest stages are the early ones: ungoverned tools, invisible experiments, and data going places nobody decided it should go. Every rung you climb cuts that exposure.
Faster than you think
Chaotic to Capable typically takes four to six months when champions are named and enablement is mandatory. Leave it opt-in and it takes years, if it happens at all.
The license graveyard.
Most companies that buy AI land here. The licenses go out, one lunch-and-learn generates a week of energy, and then usage flatlines. Industry-wide, only 30 to 55% of paid AI seats see weekly use, so on a 3,000-seat estate that is roughly $810K a year sitting idle.
It is the honest picture of Chaotic, and it sets in whenever tools arrive before anyone owns making them stick.
When things get built, who builds them?
Once your people start building AI tools, the question is who does the building: your own team, or an outside one. Both are legitimate answers, and most clients use both over time.
Route A: your own people build
Your own people build tools for their own teams, close to the work. Every tool ships under a publishing standard, with a named owner.
Route B: an outside team builds and runs it
An outside team ships it and runs it for you. This route is open early, so you do not have to reach Creating before something useful gets built.
The fork exists so that building is governed whichever route you take. Governed builds succeed far more often; the ones that fail are almost always the unowned side projects nobody reviewed.
We work both routes: coaching and governance so your own people build safely, and build and run when an outside team should do it.
How the Five C's runs month to month.
The Five C's runs on three artifacts, and your team only ever has to learn these three.
Find your stage
The Scorecard
A short scored diagnostic: a 0-100 score, your stage on the ladder, and the next move it points to. Self-scores run high, so we check stages against evidence before they count.
Say what you are doing about it
The AI Plan
One page, always. The ladder with you-are-here, this quarter’s number-one AI priority, the route choice, the next stage gate, and the top open issues. When the board asks what your AI position is, this page is the answer.
Keep it moving
The AI Pulse
Thirty minutes a month, same agenda every time: the numbers, the experiments, new ideas routed, top issue solved. Every idea gets one of four homes: an experiment this month, a capability this quarter, the roadmap this year, or the parking lot.
Stages are entered against observable evidence, and for clients we verify and certify the position. The gates are honest self-checks anyone can run. Either way the claim is descriptive, never predictive: it names where you are today, and makes no promise about what a score will earn you.
Want your stage now? Take the free Five C's Scorecard, or book a call and we will place you.
Who carries it inside your company.
Adoption is carried by three roles inside your company, no more. And every AI tool you run carries exactly one support word, so nobody ever wonders who to call.
The Owner
Your named internal AI owner, even part-time. So central that no stage can be certified without one.
The Sponsor
Each team’s manager, doing three things: visibly using AI, setting one clear expectation, and making it safe to say what you used AI for. Visible leader support is the strongest adoption lever we know of.
The Champion
Your keen people, about one per 15-20 staff, selected for how close they sit to valuable workflows and coached into safe builders.
Run
We operate it. Paged, with a response commitment.
Watch
Your tool, reviewed and registered. We keep the platform under it healthy.
Yours
A sandbox experiment, unsupported by design, and labelled that way so nobody is surprised.
Every organization is at one of these five stages.Find yours.
30 minutes. We map where AI can save you time. No pitch.