AI Transformation
Putting AI inside the processes a business actually runs on, one at a time. The phrase has already become a consulting cliche, so here is the honest version: finding the handful of manual steps where a model genuinely returns hours, and doing those first.
We change the process. You keep running the business.
Transformation work has to fit around an organisation that cannot stop. Most of the build becomes ours; operations stay firmly with you, because that is what we are protecting.
Nobody transforms anything in one go.
Programmes that try to put AI everywhere at once fail for the same reason every time: the exceptions. A model handles the common case on day one and meets the strange ten percent on day two, and the strange ten percent is where the business actually lives. We take one process, find its real shape by watching people do it, and change that one, while the rest keeps running.
We watch before we propose
A week sitting with the people who do the work, because the process in the document and the process in the building are different, and a model trained on the document will be wrong in ways nobody predicted.
One process, chosen on cost
Not the most impressive one to demo. The one burning the most hours, which is frequently something unglamorous nobody has mentioned.
The human path stays live
The old route stays open until the new one is boring, and the model hands back anything it is not confident about rather than guessing. Cutover happens when nobody is nervous, not on a date in a plan.
Hours returned, measured
Before and after, on the specific process, against the accuracy you agreed was good enough. If we cannot show the saving we have not finished.
Three ways to work with us. This is one.
Same bench, different shape. Pick the wrong one and you pay for coordination you did not need.
Most AI budgets buy pilots.
Good fit
- Several people spend real hours on work a model could draft and a person could check.
- A pilot demoed well last year and still has not reached anyone’s desk.
- A process depends on one person who is retiring or leaving.
- You need to change how work happens, not just buy another tool.
Poor fit
- You want a strategy document. We build things.
- Nobody is allowed to change the process, only the tools.
- The organisation cannot free up the people who know how it works.
Before you book the call.
Usually not, and we will push back if that is the opening assumption. Most of the pain sits in the gaps between systems rather than in the systems themselves, and gaps are much cheaper to close than platforms are to replace.
It is designed to, and the design question is what happens next. Every process we change keeps a confidence threshold and a human path, so uncertain cases route to a person instead of becoming a silent error. We agree what accuracy is good enough before the build, measure it on your own cases, and publish the number.
By involving the people who do the work from the first week, because they are usually right about why the exceptions exist, and because a model built without them will reproduce the version of the job that only exists on paper. Resistance is nearly always accurate information arriving in an inconvenient form.
No. We work with enterprise terms that exclude training, run the sensitive paths against models that can be hosted where you need them, and write down which data reaches which provider before anything is connected.
Name the process that burns the most hours.
Thirty minutes. If the answer turns out to be a configuration change in software you already own, we will tell you that and charge you nothing.