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AI ASSURANCE HUB

CAF · NIST AI RMF · EU AI Act · OWASP

GOV Assured · AI assurance hub

One AI assurance view across CAF, NIST AI RMF, the EU AI Act and OWASP

A practical hub for UK public-sector AI assurance: self-assessment, a 40-control catalogue, lifecycle guidance, live intelligence from public sources, and an EU AI Act applicability checker.

Why it matters

The GovAssure scheme

Critical departments and essential services are assessed against the NCSC Cyber Assessment Framework under the government GovAssure scheme. AI systems sit inside that cyber-risk picture even when there is no separate AI return.

No official CAF AI profile yet

NCSC has not published an official AI profile of the CAF. This hub offers GOV Assured’s own AI overlay and catalogue so teams can rehearse evidence against CAF contributing outcomes while that gap remains.

Shared evidence base

Controls and guidance draw on OWASP AI Exchange, NCSC secure AI guidelines, the DSIT AI Cyber Security Code of Practice, NIST AI RMF / AI 600-1, and the EU AI Act — cited in the Sources note.

Live intelligence

Official updates, AI-related threats and UK Parliament or government publications. Items link to their original source (new tab). Prefer live /api feeds when deployed; otherwise the static snapshot in /data/feeds.json.

AI news & policy

NCSC · DSIT · AISI · NIST · EU · OWASP GenAI

New AI threats

NVD · CISA KEV · NCSC · OWASP GenAI

UK Parliament & government

Commons · Lords · POST · GOV.UK

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AI in the UK public sector

Verified AI tools, security guidance and governance from UK government and public bodies. Cards cite official pages only (checked at build time). Status labels follow the source page (for example i.AI “Phase” on ai.gov.uk/our-work).

1. AI tools & services (rolled out or piloted)

Incubator for AI (i.AI) products plus departmental systems evidenced by Algorithmic Transparency Recording Standard (ATRS) records or GOV.UK publications.

i.AI · Cabinet Office / DSIT

Consult

AI tooling to strengthen consultation analysis and help policymakers hear citizen voices at scale.

Why it matters Policy and engagement teams may be asked to trial or reuse Consult patterns for large consultation exercises.

Beta i.AI Phase Beta
Knowledge Hub · GitHub
i.AI · Cabinet Office / DSIT

Minute

AI meeting minutes assistant for government users (frontline / productivity suite).

Why it matters Typical “safe meeting notes” use case — check local data-handling rules before any similar tool is adopted.

Live i.AI Phase Live (frontline)
Knowledge Hub · Our Work · GitHub
i.AI · DSIT

Parlex

Parliamentary procedure assistant (quick, reliable answers on House procedure). ATRS record published.

Why it matters Example of a live specialised LLM assistant with a public transparency record — useful ATRS template for similar tools.

Live i.AI Phase Live · ATRS updated Dec 2025
Knowledge Hub · ATRS record · GitHub (parliament-mcp)
i.AI · Cabinet Office / DSIT

Lex

Legal research / legislation assistant listed Live on i.AI Our Work; lab instance at lex.lab.i.ai.gov.uk. Open source on GitHub.

Why it matters Shows how legal-research copilots are being trialled inside government with a public lab endpoint.

Live i.AI Phase Live
Our Work · Lab app · GitHub
i.AI · Cabinet Office / DSIT

Scout

i.AI discovery / research assistant listed in Beta on the Government work page.

Why it matters Early-stage research aid — treat as Beta and follow departmental AI use policy.

Beta i.AI Phase Beta
Knowledge Hub · GitHub
i.AI · Cabinet Office / DSIT

Caddy

AI co-pilot for customer-service / civic engagement functions. Phase Live on frontline Our Work; chatbot components open-sourced.

Why it matters Pattern for contact-centre / advice copilots that other departments reuse or adapt.

Live i.AI Phase Live (frontline)
Knowledge Hub · Our Work · GitHub
Ministry of Justice

Justice Transcribe

MoJ speech-to-text / transcription capability for justice workflows. i.AI frontline page lists Phase as Scaling; GOV.UK transparency publication and ai.justice.gov.uk site.

Why it matters High-sensitivity transcription — security, retention and accuracy evidence will be asked for in CAF / assurance reviews.

Scaling GOV.UK updated Sep 2026
GOV.UK publication · ai.justice.gov.uk
GDS / DSIT

GOV.UK Chat

Conversational assistant for finding government information on GOV.UK. Public ATRS record describes the service.

Why it matters Citizens may use Chat instead of search — useful to understand what it can and cannot answer, and how transparency is documented.

ATRS published ATRS updated Oct 2025
ATRS: GOV.UK Chat
Cabinet Office

Assist

Cabinet Office Assist — algorithmic / AI assistant covered by a published ATRS record.

Why it matters Central department example of an internal assistant with a transparency record.

ATRS published ATRS updated Jul 2026
ATRS record
HMRC

Ask HMRC online

HMRC digital assistant for customer queries — ATRS record published.

Why it matters Large-scale citizen-facing AI; useful reference for service design and transparency expectations.

ATRS published ATRS updated Jun 2025
ATRS record
HMRC

Ask Security

Internal HMRC generative AI assistant for security policy / guidance questions (ATRS).

Why it matters Rare public example of an internal cyber/security genAI tool with a transparency record — not a public scanning product.

ATRS published ATRS updated Sep 2026
ATRS record
DWP

Conversational Platform

DWP conversational / voice platform for customer interaction — ATRS record.

Why it matters Shows DWP-scale conversational AI in production with published transparency evidence.

ATRS published ATRS updated Dec 2025
ATRS record
Department for Education

Correspondence Drafter

DfE AI correspondence drafting tool — ATRS record.

Why it matters Common correspondence-drafting use case with formal transparency documentation.

ATRS published ATRS updated Dec 2025
ATRS record
Home Office

CARS — Visits (Complexity Application Routing)

Home Office Complexity Application Routing Solution for Visits — published ATRS record (routing / triage style system).

Why it matters Example of HO algorithmic routing in an operational immigration workflow — not a public genAI chatbot.

ATRS published ATRS Dec 2024
ATRS record
Ministry of Justice

AICE Chatbot “Nova”

MoJ AICE chatbot Nova — ATRS record for an operational chatbot service.

Why it matters Complements Justice Transcribe as a second MoJ AI service with public transparency evidence.

ATRS published ATRS updated Sep 2026
ATRS record

2. AI security & evaluation

NCSC AI guidance and threat assessments, plus AISI evaluation tooling. Active Cyber Defence (ACD) is NCSC’s broader defensive services suite — not AI-specific; see the note card rather than treating ACD as an AI product.

NCSC (+ international partners)

Guidelines for secure AI system development

Joint guidelines covering secure design, development, deployment, and operation of AI systems (secure-by-design lifecycle).

Why it matters Baseline UK/international expectations when building or buying AI — cited by the DSIT AI Cyber Security Code of Practice.

Published 27 November 2023
ncsc.gov.uk collection
NCSC

AI and cyber security: what you need to know

Organisational guidance on integrating cyber security into AI projects from the start (secure by design, leadership, process).

Why it matters Practical entry point for anyone adopting AI in an organisation, not just model builders.

Published 13 February 2024
ncsc.gov.uk guidance
NCSC

Near-term impact of AI on the cyber threat

NCSC assessment of how AI was already changing the cyber threat in the near term.

Why it matters Threat context for risk registers and CAF evidence when AI-enabled intrusion is discussed.

Published 24 January 2024
ncsc.gov.uk report
NCSC

Impact of AI on cyber threat from now to 2027

Updated NCSC assessment: AI will almost certainly make intrusion more frequent and efficient; warns of a “digital divide” in defensive capability through 2027.

Why it matters Current planning horizon for CNI and departmental cyber strategies — pair with board-level threat briefings.

Published 7 May 2025
ncsc.gov.uk report · News release
NCSC

Machine learning principles

Security principles for anyone developing, deploying or operating systems with an ML component; underpin the secure AI guidelines.

Why it matters Concrete ML-specific risks (data, models, supply chain) beyond generic app security.

Published 22 May 2024
ncsc.gov.uk collection · Update blog
NCSC

Managing the cyber risk of agentic AI

Practical NCSC blog guidance on least privilege, sandboxing, oversight and threat modelling for agentic AI deployments.

Why it matters Agentic / tool-using AI pilots are spreading — this is the current NCSC control narrative to cite.

NCSC / DSIT / ETSI

ETSI SAI baseline & NCSC commentary

NCSC blog on the ETSI Securing AI technical specification (baseline cyber security requirements for AI models and systems), following the UK Code of Practice.

Why it matters Links UK voluntary code to the emerging global minimum requirements suppliers may claim against.

Published 22 May 2025
ncsc.gov.uk blog
NCSC (+ AISI)

Vulnerability disclosure for AI safeguards

NCSC blog on adapting vulnerability disclosure programmes for AI safeguard bypasses (“from bugs to bypasses”).

Why it matters Sets expectations for red-teaming / disclosure when models have safety filters — relevant to eval and assurance teams.

Published 2 September 2025
ncsc.gov.uk blog
NCSC

AI & Frontier AI topic hubs

NCSC advice-guidance topic indexes for Artificial intelligence and Frontier AI — entry points to the wider NCSC AI corpus.

Why it matters Bookmark for the latest NCSC AI articles without hunting individual URLs.

Live indexes Ongoing
AI topic · Frontier AI topic
NCSC

Annual Review 2025 — Artificial intelligence

NCSC Annual Review chapter covering AI security work, the AI Security Code of Practice, LASR, and agentic AI for cyber defence.

Why it matters Authoritative year-in-review of NCSC AI priorities for briefing senior stakeholders.

Published 14 October 2025
ncsc.gov.uk chapter
NCSC

Active Cyber Defence (ACD) services

NCSC suite of defensive services for organisations (phishing, takedown, protective DNS, and related ACD offerings). Not an AI product — included so it is not mistaken for AI security tooling.

Why it matters Still useful defensive cover for departments running AI services; do not cite ACD as “AI assurance”.

Live (not AI-specific) Ongoing
ACD services
AI Security Institute (AISI)

Inspect evaluation framework

Open-source framework for LLM / AI evaluations used by the AI Security Institute, with docs at inspect.aisi.org.uk and code on GitHub.

Why it matters Practical eval tooling departments can reuse for model / system testing and red-teaming evidence.

Open source · Live Docs live (checked Nov 2026)
inspect.aisi.org.uk · aisi.gov.uk · GitHub inspect_ai

3. Governance & plans

Cross-government playbooks, transparency mandates, cyber code of practice, and digital / AI opportunity plans.

DSIT / Cabinet Office

AI Playbook for the UK Government

Practical playbook for using AI safely and effectively across government.

Why it matters Default reference for UK government policy on using AI at work.

Published 10 February 2025
GOV.UK
CDDO / DSIT

Algorithmic Transparency Recording Standard (ATRS)

Standard and hub for publishing records of algorithmic / AI tools. Mandatory scope and exemptions policy for in-scope organisations.

Why it matters If your team ships an algorithmic tool, you may need an ATRS record — start from the hub and publish guidance.

Live · Mandatory scope Hub May 2025 · Scope policy Dec 2024
ATRS hub · Publish guidance · Mandatory scope
DSIT / NCSC

AI Cyber Security Code of Practice

Voluntary code for the cyber security of AI, building on NCSC secure AI guidelines.

Why it matters What to ask suppliers and in-house builders to align with on AI cyber security.

Published 31 January 2025
GOV.UK
DSIT

AI Opportunities Action Plan

Government plan to capture AI opportunities across the UK economy and public sector.

Why it matters Sets the growth / adoption narrative that local AI business cases are expected to support.

Published 13 January 2025
GOV.UK
Cabinet Office / DSIT

A blueprint for modern digital government

Policy paper on modernising digital government (includes the digital / AI capability agenda).

Why it matters Broader digital reform context for AI programmes and shared platforms.

Published 21 January 2025
GOV.UK
DSIT / CDEI lineage

Introduction to AI assurance

Official introduction to AI assurance techniques for organisations deploying AI.

Why it matters Shared vocabulary for assurance activities (testing, impact assessment, audit) before deeper CAF mapping.

Published 12 February 2024
GOV.UK
CDEI / DSIT

Roadmap to an effective AI assurance ecosystem

Earlier roadmap for building the UK AI assurance ecosystem (standards, tools, professionalisation).

Why it matters Background reading — still cited, but check newer Playbook / Code of Practice for current practice.

Published 8 December 2021
GOV.UK
Cabinet Office / CDEI

Ethics, transparency and accountability framework for ADM

Framework for automated decision-making in government (ethics, transparency, accountability).

Why it matters Still the named ADM ethics framework when automated decisions affect individuals.

Published 29 November 2023
GOV.UK
Cabinet Office / GDS

AI Exemplars programme

Programme showcasing exemplar AI uses across government.

Why it matters Find peer examples before proposing a new AI project.

Live programme Guidance updated Jan 2026
GOV.UK

AI assurance toolkit

How the assessment works

  1. 1

    Scope the AI estate

    List systems, models, data and suppliers in scope for cyber and AI risk.

  2. 2

    Rate CAF outcomes

    Use the AI overlay indicators of good practice against each contributing outcome.

  3. 3

    Map to GA-* controls

    Collect evidence against the 40-control catalogue and related OWASP / NIST / EU hooks.

  4. 4

    Export and improve

    Export CSV/JSON from this browser, close gaps, and revisit after material change.

Framework alignment

OWASP AI Exchange control IDs are used under the project licence; URLs for OWASP and other non-government sources sit in the footer Sources note.

Services

AI-focused assurance work that mirrors the GOV Assured services offer.

About

GOV Assured is a cyber assurance consultancy. This hub sets out AI assurance tools that run on govassured.com addresses: assessment, lifecycle, controls, guidance, glossary and an EU AI Act applicability checker. Mentions of GovAssure refer to the UK government scheme of that name; this site is published under the GOV Assured brand.

Contact

Write to the consultancy.