Agentic AI & AI agents
Agentic AI & AI agent development
You want AI agents that do real work, not a demo that falls over with real users. I design and build agentic features that are grounded, measurable and safe to run.
What you get
- AI agents and chatbots wired into your product, tools and data, with guardrails.
- A test set of real examples, so you know whether each change helps or hurts.
- Cost, speed and failure rates tracked per request, so there are no surprises.
Questions
What can an AI agent actually do for us?
Anything that's a repeatable sequence of reading, deciding and acting: triaging support tickets, extracting data from documents, answering from your knowledge base, or updating systems through their APIs.
Our data can't leave our network. Is that possible?
Often, yes. Open-weight models running on your own hardware handle classification, extraction, summarising and search well, with nothing sent to an outside API.
How do you stop agents making things up or doing damage?
By constraining them. Retrieval grounds answers in your data, tools are permission-scoped, risky actions need human approval, and a test set measures the error rate that remains.
Think it. Build it. Ship it.
Let's talk about your project
Book a free 30-minute call. You'll leave with a clear next step, even if it isn't working with me.