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This site is an alpha version and is still being developed in the open - your feedback will help us improve it. See the roadmap. Last updated: 14 October 2026.

Version in force: 0.3.0 (6 October 2026).

Enterprise data architecture

Defra runs on data - from river levels and disease surveillance to land parcels and farm payments. Enterprise data architecture helps that data be found, trusted, joined up and reused.

  • Defra on a page


    The core things Defra cares about, how they relate, and where the authoritative data for each lives.

  • Data standards


    The identifiers, formats and standards that let Defra data join up - within Defra and across government.

  • Data guardrails


    What every team must and should do with the data their service creates and uses.

  • Data and analytics service pattern


    How data moves from source to insight to publication.

Cross-government data architecture

Defra's data architecture aligns with the cross-government data architecture guidance and the Data Standards Authority. Where they cover a topic, we follow them and only add what is specific to Defra.

Data principles

  1. Data has an owner. Every data set has an accountable business owner.
  2. Collect once, use many times. Use authoritative sources rather than asking again or copying.
  3. Use common identifiers. Shared identifiers are what make data joinable.
  4. Open by default, protected by design. Publish what we can; protect what we must.
  5. Fit for purpose. Quality is defined and measured against how the data is used.
  6. Describe it. Data that cannot be found or understood is not reusable.

Why it matters for delivery teams

Most Defra services touch the same core entities - a customer, a business, a holding, a piece of land, an animal or plant, a permit. When each service models these differently, users re-enter the same information, staff reconcile records by hand, and we cannot see the whole picture. Using Defra on a page and the data standards from the start avoids this.