Use cases
Real work, run on your own ground.
Udal is used where the work matters and the data cannot leave: regulated industries, national infrastructure and public services. These are the patterns teams put into production first.
- Regulated industries
- Air-gap capable
- Evidence by default
By sector
Where Udal is deployed
Different constraints, the same requirement: agents that stay inside the boundary and can be accounted for afterwards.
Government & public sector
Case triage, correspondence drafting and policy research inside an accreditation-sensitive boundary, with no data leaving the estate.
- Air-gapped deployment
- Full audit trail per case
- Named-officer approvals
Financial services
Client onboarding checks, adverse-media review and internal control testing with separation of duties enforced in the runtime.
- Approver ≠ submitter
- Model egress restricted
- Evidence for supervisors
Healthcare
Clinical administration, referral summarisation and coding support with PII screening on every model and tool boundary.
- NHS number detection
- Content never in audit logs
- In-region inference only
Energy & utilities
Asset inspection triage, outage reporting and field-engineering assistance, running close to operational systems.
- On-premise runtime
- Read-only OT integrations
- Budgeted per programme
Manufacturing
Quality-report analysis, supplier document review and shop-floor knowledge retrieval on private models.
- Private model registry
- Edge deployment
- Tool allow-lists
Transport & infrastructure
Incident review, maintenance planning support and safety-documentation search across large document estates.
- Durable long-running runs
- Traceable retrievals
- Human sign-off gates
Patterns
Five patterns that reach production
Document intelligence
Extract, summarise and compare across large private document estates, with retrieval limited to what the caller may already see.
Service and case handling
Triage, route and draft responses for customer, citizen or clinical cases, escalating to a human where policy demands it.
Control and assurance testing
Run repeatable checks against internal systems and produce evidence a second line can rely on.
Back-office automation
Multi-step workflows across existing systems, where every side-effecting tool call is authorised and recorded.
Internal knowledge assistants
Answer staff questions from internal sources with per-user entitlement checks, so no one sees more than their role allows.

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