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.

Northern sea cliffs and dark water at evening

A more capable, sovereign future.

Put AI agents to work in your environment, with complete control.

  • Sovereign AI
  • Smarter organisations
  • Brighter tomorrows