Public sector and regulators

Casework, compliance and public-record processing with an audit trail

Public bodies handle high volumes of applications, submissions and records where consistency, traceability and defensibility matter more than speed alone.

Conceptual visualization only

The operational problem

Caseworkers apply written rules to unstructured submissions. Decisions must be consistent and explainable, and the reasoning must survive scrutiny months later. Automation that cannot show its working is unusable here.

Use cases we build

Each one runs as agent work with a named human checkpoint before anything is released.

Application triage and completeness checking

Problem: Incomplete applications consume caseworker time before assessment even starts.
Agent work: Completeness checks against the published requirement list, with a per-item finding.
Human checkpoint: A caseworker confirms the triage outcome before any applicant is contacted.

Policy and regulation question answering

Problem: Staff search long policy documents for an answer that must be cited.
Agent work: Retrieval-grounded answers that quote the source clause and refuse when nothing supports an answer.
Human checkpoint: Answers used in a decision are reviewed and attributed to a named officer.

Records and register consolidation

Problem: Registers are spread across legacy systems and spreadsheets.
Agent work: Normalisation, deduplication and conflict reporting into a single register view.
Human checkpoint: Conflicts are resolved by the record owner, never auto-merged.

Spatial compliance screening

Problem: Applications must be screened against zoning, protection and hazard layers.
Agent work: Geodesic intersection and proximity screening against the authoritative layers you supply.
Human checkpoint: A planner validates the geometry and screening result before it is relied on.

Data we typically work with

Typical inputs

Application forms, submissions and supporting documents
Policy, regulation and guidance libraries
Registers and legacy system extracts
Authoritative spatial layers (zoning, protection, hazard, cadastre)

What the delivered system contains

Rule sets expressed from your own published requirements, not invented criteria
Citations for every answer that informs a decision
Approval centre with reviewer identity and timestamps
Exportable audit log per case

Governance position

Decisions remain with the authority. The system produces evidence, not verdicts
Refusal behaviour when the source material does not support an answer
Data residency and retention agreed before any data is processed

We do not publish performance figures for work we have not measured with a client. Baselines are agreed during the assessment and measured afterwards.

Talk to us about government

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