GraphQL & Federation

Data that's ready for the future

Everyone wants to build AI agents, but agents need access to data that is hard to unlock safely. GraphQL is a technology made popular for building user experiences, and is ideally suited to providing a secure, structured and safe way for teams and AI to work with your organisation's data.

Reading time
Around 15 min
Last reviewed
July 2026
Why This Matters Now

AI agents are arriving whether or not your data is ready for them. We build federation solutions with GraphQL which make it safe to connect them to the systems your business runs on.

Your data already lives in separate systems, with separate owners. Master data, product, pricing, orders and customers each have a system and a team behind them. Federation builds on this good governance practice.

AI agents are starting to act, not just answer. They book and process work people still do by hand. To do that safely, they need access to the systems behind those decisions, with permissions limited to the minimum.

The standard offers access without security Model Context Protocol, an open standard released in 2024, is in use globally to allow AI agents to access backend systems. Whilst MCP provides the connection, federation provides the data and the control.

Next steps

See how this fits your business

When you are ready to turn the question into a decision, our Architecture Assessment is the next step. It is a five-day, fixed-scope review of your business, run the way we would review our own.

See the assessment