AI that works on your real data, for your real users.
We build AI that reads your documents, follows your processes, and does the work. It goes to real users, with the testing, monitoring, and cost control that demos usually skip.
Most AI projects look great in a meeting and break the moment a real user touches them. They were built without testing, without monitoring, and without a clear owner when something goes wrong.
If your AI sounds certain while inventing answers about your business, you have a problem you do not yet know about. We design around it from the start.
An impressive demo can turn into a heavy monthly bill the moment you put it in front of real users. We design for the cost from day one.
Four pieces of a real AI product.
The AI reads your documents, your knowledge base, and your records, and answers from there. Every answer shows you where it came from, so your team can check the source.
Multi-step AI that works inside your existing tools. It does the task. When it gets stuck or unsure, it hands over to a person.
We adjust the model with your data so it understands your terms, your tone, and the jobs it actually needs to do. Not a generic model with your logo on top.
We test the model before every release and watch it after it goes live. Problems get caught before your users find them.
What a real AI product looks like.
Four steps. Around twelve weeks, give or take.
Two weeks. We look at your workflows, your data, and the decisions where AI will make a real difference. Not the ones that just sound interesting.
Two to four weeks. A working slice on your real systems. Light interface, real tests, the same setup that will run it once it goes live.
Six to eight weeks. Real users, real data, the numbers that matter. We improve it every week with the team that will own it.
Two weeks. Guides, tests, monitoring, and on-call rota set up so your team can run it from there.
Ready to engineer your industrial future?
Tell us what you're building and we'll tell you, honestly, how we'd approach it. We read every message and reply within one business day.