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From Redbox to DBT Assist: Building AI tools that balance innovation and trust

Chat page of the Assist tool. It can help analyse documents, draft and brainstorm content idea and search government sources and the web.

Alfie Dennen Saisakul Chernbumroong When the Incubator for AI (I.AI) team retired their Redbox codebase in December 2025, DBT had already diverged substantially from that original work. What began as...

How generative AI is accelerating outcomes in DBT

A group of toy robots on a light blue background

...re-inventing things other departments have already done. Redbox is a fantastic example of this. Through joint workshops, employee secondment, bi-weekly collaboration sessions and code-sharing with the I.AI team, DBT’s AI...

Surpassing 4 million interactions: how we made collecting data a doddle

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...on security, reliability, and data integration. The platform is built on open-source technologies such as Python and Django and the source code for Data Hub's front and back end is...

The launch of the Digital Business Growth Service and business.gov.uk: helping businesses start and scale

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...website had built up a significant amount of legacy code bloat and design inconsistencies. Re-imagining the service helped us address many of these issues, and we continue to work hard...

Building better data platforms: Our open source approach to infrastructure and tooling

A simple diagram of a data platform that includes how it ingests, stores and catalogues data from the sources to turn into analytics and visualisations

...internet. Code is managed through a self-hosted GitLab instance, and packages are pulled from internal mirrors. We'll share more on governance and security in a future blog - including how...