Executive Briefing

Agentic Legibility for Government Services

How departments can make their services work through AI agents — safely, accountably, and under citizen control.

This is not a technology proposal. It is an operating model proposal.

March 2026  |  Audience: Permanent Secretaries and Heads of Department

This describes the target operating model. Interface examples are drawn from working prototypes. For full concept definitions, see the Concept Glossary.

1

The Problem

More than 1,500 government services exist across dozens of departments. Citizens must find, understand, and complete each one themselves — often during the worst moments of their lives. Billions in benefits go unclaimed every year.

Consider bereavement. When someone’s partner dies, they may face up to 40 separate interactions across the General Register Office, DWP, HMRC, HMCTS, DVLA, and local authorities. They must discover each service, determine eligibility, collect the right documents, fill in the same details repeatedly, and meet deadlines they may not know exist.

Today

  • Citizen discovers services alone, if at all
  • Fills the same personal data up to 12 times
  • Misses the BSP 3-month deadline — claim lost
  • No visibility of progress across departments
  • No one joins things up on their behalf

With an agent

  • Identifies 11 services across 6 departments
  • Pre-fills from verified data held once
  • Alerts to BSP deadline: 26 May 2026
  • Single view of progress, receipts, and outcomes
  • Handles sequencing — probate before IHT return
1,544
Government services
~£23bn
Unclaimed benefits / year
40+
Departments
16
Life events mapped
When someone’s partner dies, they face up to 40 separate interactions with government. Today, they must find, understand, and complete each one themselves.
2

How This Builds on What Exists

This is evolution, not revolution. The operating model builds on foundations government has already laid and extends principles departments already endorse.

GOV.UK One Login

Identity verification is not rebuilt — it is reused. The agent authenticates citizens through One Login, the same infrastructure departments already trust.

Tell Us Once, extended

The Tell Us Once principle — notify government once, not repeatedly — currently applies to death notifications. This model extends that principle to every life event: having a child, becoming a carer, retiring, moving home.

GDS service standards

The four artefacts complement GDS’s existing service register and design standards. They add machine-readable descriptions alongside the human-readable guidance departments already publish.

Departmental systems unchanged

This does not replace departmental back-end systems. It makes them accessible through a new channel — one where citizens are guided rather than left to navigate alone.

The model asks departments to describe their services in a structured way. It does not ask them to rebuild, migrate, or replace what already works.
3

The Model

The operating model rests on three pillars. Together they define a system where AI helps citizens navigate government, while departments stay in control of their own rules.

Legibility

Departments publish structured artefacts that tell agents everything needed to act on a service — what it does, who is eligible, what data is required, and in what order.

Consent and Control

Citizens see exactly what data is shared, with whom, for what purpose, and can revoke at any time. Nothing is shared without explicit, informed consent.

Evidence and Accountability

Every action is traced, receipted, and replayable. Citizens, departments, and auditors share a single source of truth.

Citizen
Chat
Orchestrator
Department Service
Consent Layer — spans every data-sharing decision
Evidence Plane — records every action end-to-end
The model separates what AI does well — conversation, synthesis, navigation — from what it must not do: decide eligibility, bypass consent, invent entitlements. Language is the AI’s job. Rules are code’s job.
4

What It Looks Like

A walkthrough of a single citizen journey: Sarah Okafor, age 58, Chelmsford. Her husband David died on 26 February 2026. She is named executor. Estate approximately £645,000. Two adult children. She works part-time as a library assistant.

Step 1

Sarah tells the agent her husband has died

Sarah opens the app and types her first message. She does not know which services exist, which departments are involved, or what deadlines apply. From a brief conversation, the agent identifies 9 relevant services across 5 departments.

Chat — Bereavement triage
My husband died three weeks ago. I don’t know what to do. David always handled everything.
I’m very sorry about David, Sarah. I’m here to help you work through the things that need to happen, at your pace. Nothing will be submitted without your say-so.

Can I ask: are you named as executor in David’s will? And has the death been registered?
I’m named executor in the will. The death has been registered but I haven’t done anything else yet.
Thank you, Sarah. Based on what you’ve told me, I’ve identified 9 services across 5 departments that are relevant to your situation. Here’s what I’d recommend, in order of priority.
Step 2

The agent presents a plan — Sarah reviews and consents

The agent proposes a bereavement plan ordered by dependency and urgency. Sarah reviews the plan and consents to each data-sharing event before anything is submitted. She sees exactly what data, from what source, going to whom, and for what purpose.

Service plan — Bereavement
Register the death
General Register Office
Done
2
Tell Us Once
DWP
Agent will notify 9 departments ~5 min
Delegate
3
Bereavement Support Payment
DWP
Agent will check eligibility and apply ~10 min
Delegate
Apply for probate
HMCTS
Requires: Register the death
File IHT return
HMRC
Requires: Apply for probate
Delegate all to agent
Step 3

The agent collects data and submits on her behalf

Verified fields from One Login and GRO are pre-filled and locked — Sarah only provides what is genuinely new, such as bank details for payment. Before submission, she sees exactly what the agent will do and confirms. Nothing is sent without her explicit approval.

Behind the scenes, every recommendation is traceable to published rules. Sarah and auditors can see why the agent made each decision — for example, that it prioritised the BSP claim because of a 3-month deadline, or that it referred her to HMCTS for probate because the estate value requires it.

Step 4

Sarah receives receipts and can see exactly what was done

Every action the agent takes is receipted with a permanent, auditable record: what was submitted, to whom, when, what data was shared, and the outcome. These receipts are independently verifiable by Sarah, departments, and auditors.

Receipt — BSP submission
Your Receipts
Action Submitted BSP claim to DWP
Outcome success
Lump sum £3,500
Monthly payments £350 for 18 months
Timestamp 22/03/2026, 11:42:18

Data shared
full name NI number date of death bank details
5

The Four Artefacts

For a service to work through an agent, the department must publish four structured descriptions. Together, these form the complete contract between a department and any agent acting on behalf of a citizen.

Manifest

What the service does. Department ownership, SLA, fees, redress routes.

"Tells the agent: this service exists, it costs £14, takes 10 working days, and complaints go to the Parliamentary Ombudsman."

Policy Ruleset

Who is eligible. Evaluable conditions published by the department.

"Tells the agent: check these 3 rules. If rule 2 fails, suggest alternative Y."

State Model

The valid sequence of steps. What must happen before what.

"Tells the agent: verify identity before checking eligibility, and do not submit before consent."

Consent Model

What data is shared, from where, with whom, and for what purpose.

"Tells the agent: ask permission to share these fields, from this source, for this purpose."
Example: DVLA Driving Licence Renewal — what a manifest contains
Service name Renew Driving Licence
Department DVLA
Eligibility criteria Existing licence holder, meets medical requirements
Required data fields Full name, date of birth, driving licence number, address, photograph
SLA 10 working days  ·  Fee: £14
Redress route Contact DVLA directly, or Parliamentary and Health Service Ombudsman
These four artefacts are the complete contract between a department and any agent acting for a citizen. They are not technical specifications — they are the machine-readable expression of policy decisions departments already make.
6

The Deterministic Guarantee

The safety architecture ensures that AI handles language while code handles rules. This is not a policy choice — it is an architectural constraint.

AI (conversation)
Orchestrator
Eligibility rules · Service workflow · Consent checks · Data collection
Secure submission
Audit trail
AI (generates text) Deterministic (code)

1 Eligibility is code, not AI

Policy rules published by departments are evaluated deterministically. The LLM cannot override, reinterpret, or relax an eligibility condition.

2 Consent cannot be bypassed

The service workflow requires consent before any data sharing. There is no valid path forward without it.

3 Every action is traced

The evidence plane records independently. Receipts are issued to the citizen. Full replay is possible for audit.

The agent cannot: hallucinate eligibility, skip consent, invent entitlements, bypass identity verification, or submit without citizen confirmation. These are architectural constraints, not guidelines.
7

Multi-User and Delegation

Most government services are not used by a single individual acting alone. Parents act for children. Executors act for the deceased. Carers support vulnerable adults. The model handles these relationships natively.

Delegation — family member selection
Who is this Free School Meals application for?
Select the family member this service is being used for.
This is not an edge case. Parents for children, executors for estates, carers for vulnerable adults — these are the majority of how government services are actually used.
8

Coverage and Gap Analysis

Every government service has been catalogued. The Legibility Studio shows departments which services are covered, which have gaps, and where to start.

Legibility Studio — Gap analysis
1,544
Total services
28
Full artefacts
2%
Coverage
1,516
Need artefacts

HMRC 201 services · 4% covered
DWP 115 services · 5% covered
Home Office 178 services · 2% covered
MoJ 94 services · 3% covered
DVLA 67 services · 6% covered

Coverage today stands at 2% — early and deliberate. The 28 services with full artefacts were chosen because they cover the highest-impact life events: bereavement, having a child, becoming a carer. Authoring artefacts for a service takes days, not months — the work is describing rules departments already know, not building new systems. Once the model is proven with these initial services, coverage is designed to scale rapidly across departments.

Your department’s services are already catalogued. We can show you which ones citizens use most, which life events they belong to, and the recommended order for making them legible.
9

Risks and Inclusion

The most common objections, and how the architecture addresses each one.

"What if the AI hallucinates?"
Eligibility and consent are deterministic code. The AI writes sentences; code makes decisions. A hallucinated eligibility result cannot pass through the eligibility rules layer.
"What about accountability?"
Full evidence trail. Every action is receipted and replayable. The citizen, the department, and any auditor share the same record through the evidence plane.
"What about safeguarding?"
Automatic detection of safeguarding concerns with immediate escalation. The agent provides full context to the human handler, including what has been said and what services are in progress.
"What happens when the AI cannot handle a case?"
Structured handoff with case reference, data already collected, and steps completed. The citizen does not start again from scratch.
"What about data protection?"
Granular, informed, revocable consent per data-sharing event. Each consent is scoped to a specific purpose, a specific recipient, and specific data fields. Citizens can review and revoke at any time.
"Cross-departmental data sharing?"
Each sharing event is individually consented, scoped to purpose, and traced. The consent model provides the legal basis; the evidence plane provides the audit trail.
Handoff — escalation to HMCTS
Priority handoff
HMCTS Probate Service
Reason: Edge case near IHT threshold with overseas property component. Agent assessment requires human review.
Department HM Courts & Tribunals Service
Telephone 0300 303 0648
Hours Mon–Fri, 8am–6pm

Your case reference and the information collected so far will be available to the adviser. You will not need to repeat what you have already provided.

Digital inclusion and accessibility

10

What We Are Asking For

Three concrete requests. Each is within an individual department’s authority to grant.

1

Pilot services

Nominate 3–5 high-volume citizen-facing services. Start with those that appear in the most life events — bereavement, having a child, becoming a carer. These are the services citizens need most and struggle with most.

2

Data sharing agreements

Identify cross-departmental data flows that would benefit citizens. The consent model enables them technically; legal teams make them real. Start with Tell Us Once and identity verification.

3

Departmental champion

A named senior leader owning legibility for the department. Access to the Legibility Studio and a small team to author artefacts. This is weeks of work, not months.

Indicative timeline

Phase 1
Pilot
3–5 services per department. Artefact authoring, integration, and live testing. Months, not years.
Phase 2
Life-event coverage
Expand to full life-event coverage based on pilot learning. Priority by citizen impact.
Phase 3
Cross-departmental scale
Full cross-departmental integration. Agents navigate services across all departments seamlessly.

This is not a technology proposal. It is an operating model proposal. The technology exists. The question is whether departments will publish the structured descriptions their services need to work through agents — or leave citizens to navigate 1,544 services alone.