Development
We design and build AI systems, from document search and agent teams to web apps and APIs that connect to what you run, with tests and handover documents.
The problem
No off-the-shelf product fits your specific problem.
The outcome
A system built around your team's real work, measured, and maintainable by your team.
Where AI comes in
We set metrics and a test set of questions before writing code, so whether the AI is good enough is a number, not a feeling.
What the service covers
Document search (RAG)
Answers from your documents, with citations and per-document access.
Agent teams
Multi-step work, with human approval where it matters.
Web apps and APIs
Interfaces people use, and APIs for other systems.
Integrations
ERP, CRM, document systems, LINE and email.
Evaluation suites
Answer accuracy measured before every change.
Automated tests and CI/CD
Testing and deployment run automatically.
How we work
What you receive
- Source code you own
- Architecture documents
- Test suites and results
- Runbook for the operating team
- Define the problem and metricsThe work, the users and the bar for success
- Design the architectureData, integrations, access and deployment
- Build in short cyclesA demo every cycle, adjusted from user feedback
- Test with real users and hand overMeasured against the bar, then handed over with documents
Who it is for
Organizations with a specific problem
Work packaged software does not fit.
Teams with a pilot
You need to take it to production.
Units connecting several systems
Data and steps live in many places.
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What we measure with you
Targets are agreed during Discovery, and real results are reported after the pilot.
- KPI 1Answer accuracy
- KPI 2Adoption
- KPI 3Time saved per task
Questions?Wehaveanswers.
Find out how ready you are for AI
Answer 13 questions in about 5 minutes. You get a readiness score across 6 areas and a first scope to start from.