03/Applied AI inside real systems
AI that is wired into the business, not bolted beside it.
“Where does AI actually save us time here?”
Applications and agents that read your documents, answer from your data, and complete workflows in the systems you already run — built to be evaluated and monitored, not demoed once.
How we work
01
Understand
The question you actually have, the data you actually hold, and who has to live with the answer. Usually a week, sometimes a call.
02
Build
A small first release in your stack, with the parts that matter tested and the API documented from the code. You see working software early, not slides.
03
Run
Monitoring, a handover your own team can operate from, and a written record of every decision. We are easy to keep and easy to leave.
What that includes
Scope
- Custom AI application development
- Agents for business workflows
- Retrieval-augmented generation over internal knowledge
- Document analysis and structured data extraction
- AI-assisted search across internal systems
- Workflow and process automation
- Integration with existing tools and APIs
- Decision-support systems
- Evaluation, monitoring and continuous improvement
- Self-hosted model deployment where token cost or data residency matters
What you get out of it
We start from the workflow, not the model. If a rule beats a model we will say so — and the things we ship come with a way to measure whether they are still working.
Talk to us about thisGet in touch
Tell us what your data cannot currently answer.
A short conversation is usually enough to tell whether this is a system problem or a process one. We will say which.