Custom AI systems
Your knowledge. Put to work.
Build an assistant or document workflow around the information your business trusts. Give it a defined job, test what it produces and keep people in control of consequential decisions.
Discuss your workflow
Useful within clear boundaries
Define the job.
Then make it reliable.
An AI system needs more than a prompt. It needs a clear task, appropriate source material and a way to tell whether it is doing useful work.
We define the inputs and expected outputs, review the available information and test against representative examples. Where the system should ask a question, flag uncertainty or hand over to a person, that behavior belongs in the design.
The goal is a system your team understands and can operate, with a documented boundary around what it can do.
What this can look like
Specific tasks.
Practical systems.
- Example / Knowledge assistant
Find the relevant answer, with its source.
Help a team work with approved internal material. The design can include source references, access rules and an explicit handoff when the available information does not support an answer.
- Example / Document processing
Turn documents into reviewable information.
Extract agreed fields from incoming documents, validate the structure and flag missing or ambiguous information. A human reviews the exceptions before the information moves into another system.
- Example / Drafting support
Prepare a useful first draft.
Use approved briefs, templates and business knowledge to prepare structured material for review. Publishing, sending and other consequential steps remain subject to the approval rules agreed for the project.
Tested against
the work itself.
Before rollout, we test ordinary requests, missing information and difficult cases. The acceptance check is agreed with you: what counts as useful, what should be rejected and what needs a person.
We document the sources, provider choices, approval steps and known limitations. Any ongoing evaluation or maintenance is scoped separately, so the team knows who owns the system after launch.
How we deliverA clear next step
What’s slowing
your team down?
Tell us about the workflow, the tools you use and what you would like to improve. We’ll use that context to discuss a useful next step.
Or email KalleA conversation first.
Scope and price agreed before implementation.