# A pro-innovation approach to AI regulation (white paper and government response)

- **Record type**: Policy instrument
- **Jurisdiction**: United Kingdom
- **Instrument type**: Policy
- **Status**: Guidance
- **Binding**: No — guidance, strategy or standard
- **Issuing body**: Department for Science, Innovation and Technology
- **Adopted**: 2023-03-29
- **Published**: 2023-03-29

## In brief

The UK AI regulation framework is a non-binding policy of the United Kingdom, issued by the Department for Science, Innovation and Technology. Its current status is guidance. Applies to UK regulators and, through them, to organisations developing or using AI in regulated activities in the UK. 5 obligations are recorded against it, each with its source reference.

## Summary

The UK white paper sets out a principles-based, context-specific approach to regulating AI. Instead of a single AI law, it asks existing regulators to interpret and apply five cross-cutting principles within their remits: safety, security and robustness; appropriate transparency and explainability; fairness; accountability and governance; and contestability and redress. Central government provides coordination, monitoring and guidance.

## Scope

Applies to UK regulators and, through them, to organisations developing or using AI in regulated activities in the UK. It creates no direct legal obligations on businesses; obligations arise from the existing laws each regulator enforces.

## Who it applies to

UK regulators (primary audience), and indirectly any organisation whose AI use falls within a regulator's remit.

## What organisations must do

Map your AI uses to the regulators that cover them, read those regulators' AI guidance, and evidence how you meet the five principles through your existing compliance programmes (data protection, equality, consumer, sector).

## Key dates

White paper published 29 March 2023; consultation closed 21 June 2023; government response published 6 February 2024, with regulators asked to publish their AI strategies by 30 April 2024.

## Penalties

None directly; penalties arise under the underlying laws enforced by each regulator.

## Obligations recorded against this instrument (5)

- **Ensure AI systems are safe, secure and robust throughout their lifecycle** (Principle 1, Part 3) — Regulators are asked to ensure AI systems function in a robust, secure and safe way, with risks continually identified, assessed and managed. In practice this is enforced through existing safety, security and data-protection law rather than a new duty.
  - Binding: no
  - Record: https://aipolicytracker.org/obligations/uk-principles-safety-security-robustness
- **Provide appropriate transparency and explainability** (Principle 2, Part 3) — Organisations should communicate when and how AI is used and provide explanations proportionate to the risk, so that people can understand decisions affecting them. For personal data, UK GDPR transparency and automated decision-making rights make this binding in practice.
  - Binding: no
  - Record: https://aipolicytracker.org/obligations/uk-principles-transparency-explainability
- **Use AI in ways that are fair and do not discriminate unlawfully** (Principle 3, Part 3) — AI systems should not undermine legal rights, discriminate unfairly or create unfair market outcomes. The Equality Act 2010 and UK GDPR fairness principle make key parts of this binding.
  - Binding: no
  - Record: https://aipolicytracker.org/obligations/uk-principles-fairness
- **Establish accountability and governance for AI** (Principle 4, Part 3) — Governance measures should ensure effective oversight of AI supply and use with clear lines of accountability across the lifecycle.
  - Binding: no
  - Record: https://aipolicytracker.org/obligations/uk-principles-accountability-governance
- **Provide routes to contest AI outcomes and seek redress** (Principle 5, Part 3) — Affected people should be able to contest harmful AI decisions or outcomes and obtain redress, through existing complaint routes and regulators.
  - Binding: no
  - Record: https://aipolicytracker.org/obligations/uk-principles-contestability-redress

## Dated deadlines

- 2023-06-21 — Consultation closed (precision: exact, status: scheduled)
- 2024-02-06 — Government response published (precision: exact, status: scheduled)

## Provenance

- **Permanent id**: AIPT-POL-0201 (https://aipolicytracker.org/id/AIPT-POL-0201; never changes or gets reused)
- **Record page**: https://aipolicytracker.org/policies/uk-ai-regulation-white-paper
- **Official source**: https://www.gov.uk/government/publications/ai-regulation-a-pro-innovation-approach
- **Source document**: A pro-innovation approach to AI regulation
- **Published by**: UK Government, Department for Science, Innovation and Technology
- **Provision**: CP 815; government response 6 February 2024
- **Review status**: verified
- **Confidence**: high
- **Facts last confirmed**: 2026-09-26
- **Confirmed by**: Bhaskar Bhatt (see https://aipolicytracker.org/reviewers)
- **Retrieved**: 2026-10-27
- **Licence**: https://creativecommons.org/licenses/by/4.0/
- **Cite as**: AIPolicyTracker (2026). "A pro-innovation approach to AI regulation (white paper and government response)" [AIPT-POL-0201, record version 1, verified 26 September 2026 by Bhaskar Bhatt]. https://aipolicytracker.org/id/AIPT-POL-0201 (accessed 27 October 2026).

> This record is a structured summary with a link to the official text. It is not legal advice. Open the official source before relying on any date or duty. How current each record type must be is published at https://aipolicytracker.org/verification; what a record must carry at all is published at https://aipolicytracker.org/coverage.