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Industries

Sector context, engineered into the architecture

A retail recommendation engine and a plant-floor anomaly detector share almost no constraints. We bring the domain patterns, regulatory expectations and integration realities of your sector to the first workshop — not the third sprint.

Healthcare & Life Sciences

Healthcare systems where privacy, traceability and uptime matter most.

Typical pressures

  • Patient data spread across EHR, imaging and lab systems
  • Regulatory evidence demanded for every change
  • Clinician time lost to documentation

What we build here

  • Privacy-conscious data platforms and de-identification pipelines, designed around regulations such as HIPAA
  • Clinical documentation copilots with citation and human review
  • Connected medical device telemetry and remote monitoring
  • Patient-facing mobile apps with accessibility built in

Banking & Financial Services

Careful engineering for regulated payments, risk and customer experience.

Typical pressures

  • Core systems that resist rapid change
  • Rising fraud sophistication and false-positive fatigue
  • Audit trails required for automated decisions

What we build here

  • Document intelligence for KYC, claims and underwriting
  • Real-time fraud and anomaly detection pipelines
  • Secure mobile banking and servicing applications
  • Cloud landing zones designed with regulatory requirements in mind

Manufacturing & Industry

Connecting the shop floor to the top floor with edge intelligence and OT/IT convergence.

Typical pressures

  • Unplanned downtime with no early warning
  • Machine data trapped in isolated PLC and SCADA silos
  • Quality inspection dependent on manual sampling

What we build here

  • Predictive maintenance on vibration, thermal and current signals
  • Edge vision for in-line defect detection
  • OPC UA and Modbus gateways into unified telemetry platforms
  • Digital twins for capacity and maintenance planning

Retail & E-commerce

Commerce experiences that stay fast at peak and personal at scale.

Typical pressures

  • Peak-season traffic spikes and cost blowouts
  • Fragmented inventory across channels
  • Generic experiences that fail to convert

What we build here

  • Personalisation and recommendation engines
  • Conversational shopping and support assistants
  • Headless commerce platforms with autoscaling
  • In-store IoT for footfall, shelf and queue analytics

Logistics & Mobility

Visibility and optimisation across fleets, routes, warehouses and last-mile delivery.

Typical pressures

  • No single live view of assets in motion
  • Route plans that ignore real-world conditions
  • Manual proof-of-delivery and exception handling

What we build here

  • Telematics platforms with real-time tracking and geofencing
  • Route and load optimisation models
  • Driver and warehouse mobile apps built offline-first
  • Cold-chain monitoring with automated compliance alerts

Education & EdTech

Learning platforms that adapt to the learner and scale to the institution.

Typical pressures

  • One-size-fits-all content and low completion rates
  • Assessment workloads consuming teaching time
  • Enrolment-driven traffic peaks

What we build here

  • Adaptive learning paths and content recommendation
  • AI-assisted assessment with educator oversight
  • Mobile learning apps with offline content packs
  • Elastic cloud platforms sized for term-start peaks

Your sector not listed?

The engineering rarely changes as much as the vocabulary does. Tell us what you run and we will tell you honestly whether we are the right team.

We reply to every enquiry within one business day.