Service
Supervised AI agents for business
Supervised AI agents, business assistants, document analysis and task automation for companies that want practical AI, not experiments.
At a glance
What to know before starting.
I build well-scoped AI agents: search across your documents, information extraction, business assistants and multi-step workflows with a human in the loop.
- Who it's for
- Teams that want to test AI on a real business case.
- What you get
- A prototype or integrated tool, with limits and costs explained.
- How I work
- I define upfront which data is used, which actions are allowed and where humans review.
- Key point
- The AI never decides alone on sensitive matters.
Use cases
Where it saves time.
- Find information buried in long documents.
- Build an assistant that answers from your own data.
- Prepare a summary, a research brief or a pre-qualification.
- Turn AI output into structured data that feeds another tool.
What I can deliver
What you actually get.
- 01
An AI prototype you can test on your documents or business cases.
- 02
An assistant or AI agent integrated into your work environment.
- 03
A RAG pipeline, structured extraction or multi-step workflow.
- 04
Plain-language documentation covering limits, costs and safeguards.
Frequently asked questions
Do we need clean data before starting?+
Not necessarily. Part of the scoping work is finding out what data exists, what is missing and what can be used safely.
Can the AI act on its own?+
Yes for well-scoped tasks, no for sensitive decisions. I build in human review wherever the stakes require it.
Can we start small?+
Yes. The best starting point is usually a prototype on a single workflow, one document type or one team.
Let's talk about it
Send me the context, your constraints and what you want to achieve. I will get back to you within 48 hours with a first read of your needs.