Built for how your sector actually works.

Sectors we work in

• Finance

  The challenge

  • Core systems that cannot be taken offline
  • Every automated decision needs an evidence trail
  • Fraud patterns move faster than the release cycle

  What we build

  • Reversible automation with immutable event logs
  • Model decisions that carry their own evidence
  • Migrations sequenced behind a live legacy path

  AI opportunities

  • Document extraction with confidence thresholds
  • Anomaly detection with human review at exceptions
  • Reconciliation and exception triage

• Insurance

  The challenge

  • Claims cycles measured in days, not minutes
  • Roughly one case in six does not fit the happy path
  • Underwriting knowledge concentrated in a few people

  What we build

  • Claims pipelines with the exception queue as a first-class path
  • Reviewer tooling that arrives with full context
  • Policy and document workflows with full audit retention

  AI opportunities

  • First-notice-of-loss classification and routing
  • Document summarisation for adjusters
  • Fraud signal surfacing with human adjudication

• Healthcare

  The challenge

  • Patient data under strict handling rules
  • Clinical workflows that cannot absorb friction
  • Integration with systems designed decades apart

  What we build

  • Least-privilege data paths with full audit
  • Clinician-tested interfaces, tested during the build
  • Integration layers that isolate systems you cannot change

  AI opportunities

  • Clinical documentation support with clinician approval
  • Scheduling and capacity optimisation
  • Prior-authorisation preparation

• Travel

  The challenge

  • Demand peaks an order of magnitude above baseline
  • Partner systems whose data quality you do not control
  • Disruption handling that decides the customer relationship

  What we build

  • Capacity models built from real peak data
  • Defensive handling of every inbound partner feed
  • Graceful degradation rather than failure

  AI opportunities

  • Disruption rebooking suggestions with agent approval
  • Multi-language customer response drafting
  • Dynamic package assembly

• Government

  The challenge

  • National data-residency obligations
  • Procurement timelines measured in quarters
  • A public that notices every outage

  What we build

  • In-region architecture proven before build
  • Accessibility delivered to WCAG 2.2 AA, tested during the build
  • Delivery documented for the record

  AI opportunities

  • Case triage and routing
  • Citizen enquiry response drafting with officer approval
  • Policy document search with citation

• Retail

  The challenge

  • Margin pressure makes infrastructure cost a board-level number
  • Seasonal peaks an order of magnitude above baseline
  • Inventory truth split across channels

  What we build

  • Cost per order tracked as a product metric
  • Elastic capacity sized to real peak data
  • Channel reconciliation against the physical record

  AI opportunities

  • Demand forecasting and replenishment
  • Product content generation at catalogue scale
  • Customer service deflection on order status

• Manufacturing

  The challenge

  • Operational technology that predates the internet
  • Telemetry volumes most platforms are not built for
  • Safety consequences for getting it wrong

  What we build

  • Read-only integration with OT boundaries respected
  • Stream processing sized for peak, not average
  • Failure modes designed before the happy path

  AI opportunities

  • Predictive maintenance from sensor telemetry
  • Quality inspection support
  • Production scheduling optimisation

• Education

  The challenge

  • Extreme seasonality around enrolment
  • Minors' data under specific protection rules
  • Institutional systems that resist replacement

  What we build

  • Elastic capacity sized to enrolment peaks
  • Data minimisation by default
  • Integration rather than rip-and-replace

  AI opportunities

  • Admissions document processing
  • Student enquiry response with staff oversight
  • Timetabling and resource allocation

• Hospitality

  The challenge

  • Distributed operations with high staff turnover
  • Reviews and reputation move faster than management reporting
  • Thin margins on high transaction volume

  What we build

  • Operations tooling designed for a busy Tuesday, not a demo
  • Reporting that reaches managers before the guest complains
  • Cost per cover tracked continuously

  AI opportunities

  • Review sentiment clustering and response drafting
  • Demand-based staffing recommendations
  • Multi-language guest communication