Business case and benefits
- Head of planning
- A · Accountable
- Product owner
- R · Responsible
- Solutions architect
- C · Consulted
- Technical PM
- C · Consulted
- Engineers
- I · Informed
- Information governance
- C · Consulted
- GIS & planning data
- I · Informed
Every new application checked against the national and local requirements within a day, gaps explained clearly to the applicant, and consultation responses summarised for the case officer. Officers decide validity and every planning decision.
At a glance
An illustrative scenario. Linked to a real, anonymised case study below; the numbers here are still typical examples. The cloud services and UK rules were checked on 9 November 2026.
Every planning application has to be validated before the clock starts. A validation officer checks the application form, the fee, the ownership certificate, the location and site plans, the other drawings needed to describe the development, a design and access statement where one is required, the biodiversity net gain information, and everything on the authority's local list, such as a flood risk assessment, a heritage statement or an ecology survey where the site needs one.
Most of that is opening documents one by one. Is the red line drawn on the location plan, and does it reach the road? Is there a scale bar and a north point? Does the fee match the description? Is the site in a conservation area, a flood zone or next to a listed building, so that the local list asks for more? In our example authority, around 40% of applications are missing something when first submitted. Each one needs a letter explaining what is wrong, and each resubmission is checked again from the start.
Then the case officer has to read every consultation response, from neighbours, the parish council and statutory consultees, before writing the report. On a contentious scheme that can be hundreds of comments. From 31 October 2026, the national scheme of delegation means more decisions are taken by officers rather than committee, so the officer's report carries even more weight. Time spent on admin is time not spent on judgement.
Agree these, and measure the baseline, before anything is built. Example targets are typical, not promises.
Days from submission to a valid or invalid decision.
ExampleFrom 10 working days to 2
The share of applications missing something, tracked over time as applicants learn from clearer letters.
ExampleFalling, quarter on quarter
How many times an applicant has to resubmit before the application is valid.
ExampleOne round, not three
How often validation officers disagree with a check. Very high means it isn't helping; near zero can mean people have stopped checking.
ExampleStable, and reviewed weekly
Formal disputes from applicants about what the authority has asked for.
ExampleNo rise
Time moved from reading and sorting comments to weighing them.
ExampleDown by half on larger schemes
Cross-sector rules are on the UK regulation map.
Sets the national requirements for a valid application. Local list items can only be required if the list was published in the two years before the application, and they must be reasonable and relevant to the development. Applicants can dispute a requirement, and the authority must reply within set time limits. The checks only ask for what the published lists allow, and every request cites the requirement it comes from.
Royal Assent on 18 December 2025. From 31 October 2026, regulations set nationally which applications officers decide and which can go to committee. Planning fees are moving to a national default set to recover more of the cost, with local fee-setting powers to follow, so fee checks are configuration, not hard-coded.
The revised NPPF was published on 17 August 2026 and introduced national decision-making policies. The retrieval index holds the version in force, and drafts never apply policy themselves. Weighing policy is the officer's job.
Applications must say whether the biodiversity gain condition applies. From 6 August 2026, new exemptions apply, including sites under 0.2 hectares with no on-site priority habitat affected, and the self-build exemption was removed. The exemption rules are code, dated by the application date, and the officer confirms any exemption claimed.
The government can make approved planning data standards mandatory. The first came into force in 2026 for plan data. MHCLG's Digital Planning programme publishes national datasets on planning.data.gov.uk and funds council pilots through its PropTech Innovation Fund. Read constraints from planning.data.gov.uk and the authority's own layers, and build on the published standards so later mandates are an update, not a rebuild.
Mandatory for central government; councils publish voluntarily, and many do. Publish a record before go-live, saying what the tool checks and that an officer decides.
Applications and comments include names, addresses and sometimes health information given in support of a case. That means a DPIA, processing in the UK, and careful redaction before documents and comments are published online. The AI can suggest redactions; an officer approves them.
Showing AWSAzuresovereign / on-prem services. Switch with the toggle; every diagram and table on this page follows it.
01Channels
02Intake
03Intelligence
04Orchestration
05Systems of record
06People
| Layer | AWS | Azure | Sovereign / on-prem |
|---|---|---|---|
| Intake: portal feed, email, scanned postTake applications from the back-office system once they arrive, rather than building another front door. | API Gateway, S3, Amazon SES | API Management, Blob Storage, Logic Apps email connector | Kong, Ceph or IONOS S3 Object Storage, your mail server |
| Reading drawings and documentsTest on real submissions: hand-drawn householder plans, multi-sheet PDFs and scanned paper, not tidy architect's sets. | Bedrock Data Automation, or Amazon Textract plus a Bedrock vision model | Azure Content Understanding (includes Document Intelligence) | Open-source parsing (e.g. Docling) plus an open-weight vision model |
| Validation rulesThe national requirements and the published local list, as tested code with a version and a publication date. The model doesn't decide what is required. | Rules as code in AWS Lambda | Rules as code in Azure Functions | Rules as code on Kubernetes |
| Site constraintsConservation areas, listed buildings, flood zones, tree preservation orders and more, from your GIS and the national planning data platform. | Amazon RDS for PostgreSQL with PostGIS | Azure Database for PostgreSQL with PostGIS | PostgreSQL with PostGIS |
| Reasoning and draftingReads, compares and drafts. AWS and Azure both offer a choice of models, including Claude. | Amazon Bedrock | Microsoft Foundry | Open-weight models served with vLLM on your own GPUs, or IONOS AI Model Hub |
| Policy and guidance (retrieval)The local list, the local plan, the NPPF and planning practice guidance, at the versions in force. | Bedrock Knowledge Bases | Foundry IQ, built on Azure AI Search | OpenSearch, or PostgreSQL with pgvector |
| Agent runtimeNew builds use AgentCore; the original Bedrock Agents closed to new customers on 30 July 2026. | Amazon Bedrock AgentCore | Foundry Agent Service | An open-source agent framework (e.g. LangGraph) on Kubernetes |
| Workflow | AWS Step Functions | Logic Apps or Durable Functions | Temporal, or n8n |
| Middleware and events | Amazon EventBridge, SQS | Event Grid, Service Bus | Apache Kafka or RabbitMQ |
| Human reviewOfficers review where they already work, not in a new screen. | In the officers' existing planning back-office system | In the officers' existing planning back-office system | In the officers' existing planning back-office system |
| GuardrailsIncluding personal data detection for redaction suggestions. | Bedrock Guardrails | Foundry guardrails (Azure AI Content Safety) | Open-source guardrails (e.g. NeMo Guardrails, Llama Guard) |
| Identity, keys, data protection | IAM Identity Center, KMS, Macie | Entra ID, Key Vault, Purview | Keycloak or your existing Active Directory; OpenBao or HashiCorp Vault; an HSM |
| Monitoring and auditLog every check, draft letter and officer decision, with the reason. | CloudWatch, CloudTrail | Azure Monitor, Log Analytics | Prometheus, Grafana, OpenTelemetry |
| UK data residencyIONOS AI Model Hub runs in German data centres: EU, not UK, residency. | eu-west-2 (London) | UK South / UK West | Your own UK data centre, or a UK or EU provider |
On a phone, the table shows the platform you pick. Sovereign / on-prem means open, portable components you can run in your own data centre or with a UK or European provider; IONOS is shown as one example, and others exist. What sovereign cloud means →
Many organisations keep core systems and sensitive data on their own servers. This is how the same design works across both.
Stays on-prem
The planning back-office system, the document store, the public access site and the GIS stay where they are, whether in the council's data centre or hosted by its supplier. Nothing in this design needs them to move.
Uses cloud AI
Reading drawings, the policy index and the two agents can run in a UK cloud region, or on the council's own GPUs with open-weight models. The validation rules and constraint checks can run next to the GIS on-prem.
How they connect
A private link (AWS Direct Connect or Azure ExpressRoute) or the council's existing network connection, through the API layer. Only the documents for the application being checked are sent, and results come back as events onto the council's queue.
If the link drops
Applications keep arriving in the back-office system as they always have. The validation team works them by hand, and the queued applications are checked when the link returns.
What each agent may do through its tools, what it may not, and where a person signs off. The limits are enforced by the platform, not the prompt.
Validation agent
Where a person signs offThe validation officer decides whether every application is valid and sends every letter. Validation disputes go to a senior officer. The agent's permissions are enforced by the platform's identity and policy controls, not by instructions in a prompt.
Consultation summary agent
Where a person signs offThe case officer reads the originals as well as the summary, weighs them and writes the report. An officer approves every redaction before publication. The decision is the officer's or the committee's.
The planning back-office system stays the record. Applications already arrive there from the national portal, so the AI picks them up through the back-office system's API or the integration layer the authority already runs, never directly from its database.
Events decouple the AI from the systems of record. A new application, a new document or a new comment becomes a message on a queue. If the back-office system is down, work waits safely, nothing is lost, and every message carries an ID so a retry never creates a duplicate.
The validation rules and the local list live in one place, with a publication date. When the local list is reviewed, the new version applies to applications made after it was published, and the old version stays available for audit.
The AI can be switched off without stopping the service. If it's paused, applications go to the validation team exactly as they did before.
Map today's validation and consultation process, measure the baseline, write the local list as rules, check GIS and back-office access, and pick householder applications first.
Gate · must be true to passBaseline agreed, rules signed off by the validation lead, data access confirmed, DPIA started.
Householder applications in shadow mode: the AI checks and drafts, officers validate as normal, and the two are compared.
Gate · must be true to passAccuracy within agreed limits, no extra requirements asked for, letters approved by officers, head of planning content.
Checks and draft letters go live for householder applications, with monitoring, support, a rollback plan and the ATRS record published.
Gate · must be true to passMonitoring, support model, rollback plan, officer training and ATRS record in place.
Add minor and then major applications, then consultation summaries, and reuse the pattern for building control and other consents.
Gate · must be true to passEach new application type passes the same pilot gate.
| Activity | Head of planning | Product owner | Solutions architectI can fill this | Technical PMI can fill this | EngineersI can fill this | Information governance | GIS & planning data |
|---|---|---|---|---|---|---|---|
| Business case and benefits | Accountable | Responsible | Consulted | Consulted | Informed | Consulted | Informed |
| Validation rules and local list | Accountable | Responsible | Consulted | Informed | Responsible | Informed | Consulted |
| Target architecture | Informed | Consulted | Accountable and Responsible | Consulted | Consulted | Consulted | Consulted |
| DPIA, redaction approach and ATRS record | Accountable | Consulted | Consulted | Informed | Informed | Responsible | Informed |
| Build and integration | Informed | Consulted | Accountable | Responsible | Responsible | Informed | Consulted |
| Accuracy testing on real applications | Informed | Accountable | Responsible | Consulted | Responsible | Informed | Consulted |
| Go-live decision | Accountable | Responsible | Consulted | Responsible | Informed | Consulted | Informed |
| Run, monitor and improve | Informed | Accountable | Consulted | Consulted | Responsible | Consulted | Consulted |
R ResponsibleA AccountableC ConsultedI Informed· not involved
Option A
If there's no architect on the programme, I'd own the design end to end: the validation rules, the drawing and document reading, the integration with your back-office system and GIS, and the gates. I've built a building control management system, so council application workflows, statutory clocks and document-heavy casework are familiar ground. I'd report to your programme board.
Option B
If your partner or your own team already has an architect, I'd take on the rules as code, the document reading and the back-office integration under their lead, and give them a second senior opinion on the rest, especially the data and redaction risks.
Goes wrong
The demo used a tidy architect's drawing set. Real householder plans are hand-drawn and scanned.
How the design avoids it
Pilot on last quarter's real applications, every channel, not a curated sample.
Goes wrong
The AI asks for things the published local list doesn't require, and applicants dispute them.
How the design avoids it
Requirements come only from the published lists, as code, and every request cites its source.
Goes wrong
Consultation summaries quietly drop comments that don't fit a theme.
How the design avoids it
Every comment is counted and linked, and the officer reads the originals. The summary is a guide, not a filter.
Goes wrong
Personal data is published because the redaction suggestion was trusted without a check.
How the design avoids it
An officer approves every redaction, and the sample review includes published documents.
Goes wrong
The local list changes and nobody updates the rules.
How the design avoids it
A named owner, a publication date on every version, and the two-year review in the plan.
Changes already announced or under way that affect this design. More in the UK horizon scan.
The government's July 2026 response confirmed a national default fee schedule set at about 90% cost recovery, intended to take effect before the end of 2026 subject to Parliament, with regulations for local fee setting to follow. Keep fee rules as dated configuration, not code.
A consultation on a targeted exemption for some residential brownfield development closed on 10 June 2026, and the response is awaited. Keep the BNG exemption rules dated and separate so a new exemption is a configuration change.
The first approved planning data standard became mandatory in 2026, for plan data. Expect more. Build on the published standards and the national planning data platform now.
The government has built a free tool that turns old planning records into data, and is testing a prototype that analyses incoming applications against policy and constraints, with any wider rollout depending on the evidence. Keep the design modular so a national tool can replace or sit beside a part of yours.
Most two-tier areas are being replaced by new unitary councils, with most vesting days in April 2028. Several local lists and back-office systems will become one. Keep each list as versioned rules so they can be compared and merged.
Good answers are specific. Vague answers to any of these are worth following up.
Whether you need someone to lead the design or to support the architect you already have, let's talk it through.