Councils are under acute budget pressure with rising demand — a strong case for AI, within public-sector rules and equality duties. Here’s how UK councils can adopt AI in 2026. (dgm implements osFoundry as an independent partner; decision responsibility stays with the council.)

Where AI helps

Per LGA research, around nine in ten councils are using or exploring AI. The main areas:

  • corporate/back-office (~84%) — HR, admin, meeting minutes, procurement, finance;
  • resident enquiry handling; and
  • adult and children’s social care support (carefully governed).

AI helps stretched councils do more within tight budgets, with human oversight on significant decisions.

The rules

  • Public-sector procurement — the Procurement Act 2023 regime;
  • Public Sector Equality Duty (Equality Act 2010) — avoid biased outcomes;
  • ATRS — publish transparency records; and
  • UK GDPR — especially for sensitive social-care data.

The LGA is working with the ICO and EHRC on guidance for compliant AI procurement.

The real barrier: scoping

LGA research finds project scoping (“where can AI add value?”) is councils’ biggest barrier, ahead of understanding embedded AI and evaluating solutions. So a clearly-scoped, proportionate use case is half the battle — exactly where a good partner adds value. (See how to scope an AI project.)

Social-care data needs great care

Social-care data is highly sensitive. Keep humans on significant decisions, keep data in the council’s control, meet the equality duty, and publish an ATRS record. Social-care AI should support, not replace, professional judgement.

Where osFoundry and dgm fit

dgm builds transparent, equality-aware AI on osFoundry: human oversight, audit logging, ATRS-ready transparency (its visual configuration makes the system describable), and data control (self-hosting or an EU region; it publishes US/EU/JP regions, not a UK one). We help scope proportionate use cases — addressing councils’ biggest barrier.

dgm is an independent integration partner with zero integrations so far — no council case studies to claim. Decision responsibility stays with the council. To scope a compliant council AI project, book a consultation with dgm. Not legal advice.