Service

AI Context Development

Giving AI agents the context they need to understand your business, so their answers and actions fit your domain, your language and your rules.

An AI model knows a lot about the world, but very little about your organisation. Without the right context it guesses, and guesses are where mistakes come from. The quality of what an agent does depends largely on what it is given to work with.

I help organisations build context systems: carefully chosen knowledge, documents, data and rules that are made available to AI at the right moment. Done well, an agent starts to feel like a colleague who knows the business.

How I help

The right context, at the right time

More information is not always better. Agents work best with focused, relevant context for the task in front of them.

Your knowledge, made usable

Documents, data and experience are already there. We make them findable and understandable for AI, and often for people too.

Context that stays fresh

Businesses change. A good context system is easy to keep up to date, so agents never work from yesterday's truth.

What working together looks like

  • Mapping the knowledge and data that matter for your use cases
  • Designing how that context is stored, retrieved and kept current
  • Retrieval and search that bring the right information to the agent
  • Testing with real questions until the answers are consistently good

Questions to start with

  • What does a new colleague need to learn before they can really contribute?
  • Where does your organisation's knowledge live today?
  • Which questions would you love an agent to answer well?