Sectors we serve

We bring deep technical capability to organisations across eight industries. Our engineering skills are consistent across sectors; we adapt our approach to fit your domain.

AI & Machine Learning

Organisations building AI-first products need engineers who understand both the research side and the production reality. We bridge that gap — from choosing the right model architecture to running it reliably at scale.

LLM IntegrationRAGMLOpsFine-tuningEvals
Relevant services →

Where we typically engage

  • AI product companies building their core model infrastructure
  • Teams that have a working prototype and need it production-hardened
  • Organisations adding AI capabilities to existing platforms

Where we typically engage

  • Payment and lending platforms requiring high-availability infrastructure
  • RegTech teams automating compliance document processing
  • Trading and analytics systems needing robust MLOps pipelines

FinTech & Financial Services

Financial systems demand reliability, auditability and strict security controls. We understand the constraints of regulated environments and design accordingly — not as an afterthought.

High AvailabilityComplianceFraud Detection AIData Pipelines
Relevant services →

Cloud & Infrastructure

Cloud migrations, re-architectures and cost-optimisation programmes require engineers who have done it before — not theoretical expertise. We have migrated workloads across all major cloud providers and know what breaks.

AWSGCPAzureTerraformFinOps
Relevant services →

Where we typically engage

  • Organisations moving from on-prem to cloud for the first time
  • Teams with runaway cloud bills needing FinOps rigour
  • Multi-cloud environments that need consolidation and observability

Where we typically engage

  • Engineering teams where deployments take days and cause anxiety
  • Organisations building internal developer platforms to improve velocity
  • Teams needing to harden their supply chain and SDLC security posture

DevOps & Platform Engineering

Slow, brittle deployments and tangled CI/CD pipelines are a productivity tax on every engineer in your organisation. We fix the underlying problems — not just the symptoms.

CI/CDKubernetesIaCPlatform Engineering
Relevant services →

Healthcare & Life Sciences

Healthcare data is sensitive and the consequences of unreliable systems are serious. We build with compliance and auditability built in from the first line of infrastructure.

HIPAA-awareClinical Data PipelinesSecure Infrastructure
Relevant services →

Where we typically engage

  • Digital health platforms needing secure cloud architecture
  • Life sciences organisations automating clinical data processing
  • NHS-adjacent services requiring resilient, auditable infrastructure

Where we typically engage

  • E-commerce platforms building recommendation and personalisation systems
  • Retailers migrating from monolithic to cloud-native architectures
  • Teams needing to handle peak traffic without over-provisioning year-round

Retail & E-commerce

Retail infrastructure needs to be elastic, fast and cost-efficient. We build the cloud and ML foundations that power personalisation, inventory forecasting and real-time pricing systems.

Recommendation SystemsDemand ForecastingElastic Infrastructure
Relevant services →

Media & Entertainment

Content at scale requires robust data pipelines, metadata enrichment and intelligent search. We help media organisations build the infrastructure that makes content discoverable and operations efficient.

Content IntelligenceData PipelinesSearch & Discovery
Relevant services →

Where we typically engage

  • Broadcasters and publishers building content recommendation engines
  • Streaming platforms needing scalable video processing pipelines
  • Media companies automating metadata tagging and classification

Where we typically engage

  • Central and local government teams modernising legacy data systems
  • Public sector organisations adopting cloud under security constraints
  • Government-adjacent bodies needing auditable AI and automation

Government & Public Sector

Public sector organisations face unique constraints: procurement processes, security requirements, legacy systems and the need for full auditability. We have navigated these environments and understand how to deliver within them.

Secure CloudData ModernisationAuditable AI
Relevant services →

Your industry, your requirements

Tell us what you are working on and we will tell you honestly whether we are the right fit.

Start a conversation