Get AI into production. One useful decision at a time.
From business problem to measured result. About a week from the first workshop to a signed proof of value, and a measured result two to three weeks later.
- You've run AI pilots, but none of them are used every day.
- Nobody can say which problem is worth solving first.
- There's spend on the books, but no measured result to show the board.
Each of the four steps below fixes one of these.
Pick a burning problem. Your foundation stays.
We build the context for one decision, on a thin slice of your data, inside the budget you already control. You never bet the budget up front.
The foundation stays and grows underneath. So every outcome after the first one lands faster, and costs less, than the one before.
Every decision you answer makes the next one cheaper.
From business problem to measured result.
Four short steps. Each one delivers a concrete outcome, so you see the value before you commit to the next.
About two hours
Use case workshop
We agree the business problem worth solving first and what success looks like in numbers. Your executives in the room, not the technical team.
- You get
- One use case with a measure of success, and a date for your mock-up playback
- You decide
- Which use case to take forward
Two to three days
Proof point accelerator
See the answer taking shape as a working mock-up, on real or sample data, and agree exactly what the proof of value will prove.
- You get
- A working concept, and a fixed scope and price for the proof of value
- You decide
- Go to proof of value, refine or stop
Two to three weeks
Proof of value
Prove a measurable business result on one use case, on a representative set of your data, without disrupting business as usual.
- You get
- Results measured against agreed targets, and a recommendation
- You decide
- Go to production, extend or stop
Ongoing
Production
Put the proven solution into daily use. Then add more, one at a time, on the same foundation.
- You get
- A live solution your teams use every day
- You decide
- Whether to add the next solution or use case
A gate. Your call: go, adjust or stop.
What we need from you
A sponsor, the executives who own the problem for the workshop, a business owner for the use case, and access to the right people, infrastructure and data at each step.
Your next step
Book a two-hour use case workshop. We'll start with a short call to check there's a real decision worth solving.
Book a use case workshopOne capability, run your way.
Run it as a service and get the outcome without the overhead, or host it yourself behind your own firewall.
- Hosting, your choiceWe host, run and maintain it for you, or it runs in your own environment with us supporting it.
- Your IP protectedYour data and intellectual property are protected whichever way you host it.
- Security and governanceWe manage the security posture and governance frameworks with you, including POPIA.
- Works with what you useBuild on it however you like: Copilot, a WhatsApp or mobile app, an agent, or your own systems.
Getting the full return on what you build.
A solution only pays back when people use it. Once it's live, a small team works alongside yours as part of your operations.
Quarter by quarter, with no lock-in. A capability transfer plan agreed at the start.
- AdoptionGet it used, and used properly.
- ValueMeasure the return, not the activity.
- ExpansionFix one critical issue at a time.
- EnablementBuild your own capability.
A named lead, a monthly rhythm, a quarterly value review with your sponsor, and a backlog you control.
How we work.
- Business problem firstWe start from a measurable problem, not technology.
- Confidence before commitmentYou see a working concept before you commit to a proof of value.
- One problem at a timeProve one use case properly before widening the scope.
- Your call at every gateEvery step ends with a clear choice: go, adjust or stop.
Stay where you are
Another quarter in pilot. More spend on data that still can't answer the question. Competitors making ten decisions to your one.
Take the first step
One decision proved on your data in weeks. A live solution your teams use. The next one faster than the last.
Bring one decision. Leave with a plan to prove it.
Book a two-hour use case workshop with your executives. We'll start with a short call to check it's a fit.