Casework and triage
Applications, claims, and case queues prioritised by urgency and complexity, so people with the greatest need are seen first and officials make the decisions.
Sector programmes · Public sector
AI for the public sector,
worthy of public trust.
Independent, standards-led support for departments, agencies, councils, and arm's-length bodies putting AI to work: grounded in government guidance, the Algorithmic Transparency Recording Standard, and public law duties, free of vendor incentives.
— State of play —
The ambition is set.
Delivery is the work.
Government has placed AI at the centre of its plans for public service productivity, from AI tooling for civil servants to automation in casework and correspondence. Most public bodies are piloting or planning something. Far fewer have the data, skills, and assurance in place to take a pilot into a service that citizens depend on.
The rules of the road are clearer than they were. The Algorithmic Transparency Recording Standard is mandatory for central departments, equality and data protection duties apply in full, and decisions made with AI still have to satisfy the standards of public law. Turning national ambition into lawful, transparent, working services is where most organisations need help.
37%
of government bodies had deployed AI by 2024
70%
were piloting or planning AI use cases
£45bn
a year in unrealised savings from full digitisation of public services
— Use cases —
Where AI is already
earning its keep.
The strongest public sector use cases keep a caseworker accountable and give time back to frontline service, not the back office.
Citizen services
Assistants that resolve routine queries around the clock, route the rest to the right team, and stay accessible to people who cannot or will not use them.
Correspondence and FOI
Drafting, summarisation, and redaction support that clears ministerial correspondence and information requests faster, with a full audit trail.
Policy and consultation
Consultation responses analysed at scale and evidence synthesised across sources, so policy teams spend their time on judgement rather than collation.
Fraud and error
Anomaly detection across payments and procurement that protects public money, designed and tested against bias before it touches a single case.
Transparency and assurance
ATRS records, DPIAs, and equality impact assessments done properly and published proactively, before a journalist or a judicial review asks for them.
— How the Institute helps —
One institute,
three kinds of help.
Advice, engineering, and professional standards from a single independent body, with no software to sell.
Consultancy
Strategy, assurance, and transparency
Independent advisory for permanent secretaries, chief executives, and digital leaders setting an AI position that survives scrutiny from auditors, committees, and the public.
- AI strategy and assurance frameworks
- ATRS, DPIA, and equality duty support
- Readiness assessment and a costed roadmap
Solution design
Working systems, handed over
The Institute's engineering practice designs and builds AI systems around your legacy estate and statutory obligations, then hands them to your team.
- Casework and correspondence support tools
- Deployment on your existing systems
- Knowledge transfer to your own staff
Professional body
Standards, training, and research
As the UK's professional body for AI, the Institute trains and accredits staff, publishes research, and maintains the UK AI Readiness Charter.
- Staff training and accreditation pathways
- The UK AI Readiness Charter, free to sign
- Published research and sector guidance
— Sector considerations —
What we watch
most closely.
01
Transparency
Publish before you are asked
The Algorithmic Transparency Recording Standard is mandatory for central government, and the direction of travel is clear for everyone else. A tool you would not be comfortable describing in public is a tool you should not be running.
1
ATRS record per algorithmic tool
02
Lawfulness
Public law still applies
Decisions assisted by AI must still be rational, fair, and within statutory powers, and a court will expect a human to have genuinely exercised judgement. Automation that hollows out discretion invites judicial review.
0
decisions delegated wholly to a model
03
Equality
No one gets designed out
The public sector equality duty applies to algorithmic services exactly as it does to human ones, and digital exclusion is real. Every AI-assisted service keeps a route for people who need a person.
100%
of services keep a non-digital route
04
Procurement
Bought to be left
Public bodies keep systems for a long time and answer for every pound. Total cost, data portability, and exit routes belong in the evaluation from day one, not in a renegotiation five years in.
5yrs
typical life of a public technology contract
05
Workforce
Capability before contracts
Outsourcing AI without building internal skill creates dependency that outlasts the contract. Training comes first, so your own people can specify, challenge, and run what is built for them.
2x
adoption after structured staff training
Set your organisation's
AI position.
A short call with the public sector team. Plain answers, a clear next step, and no software to sell.
— Go deeper
— Consultancy
Independent advice
Standards-led advisory for boards and leaders, with no software to sell.
— Solutions
Need it built?
Working AI systems designed and built by the Institute's engineering practice.
— Sectors
Explore other sectors
The full directory of IoAI sector programmes, grounded in UK regulation.