What we do

Product and platform engineering, built to last and made to change.

• Web applications and internal platforms
• APIs, services and background processing
• Legacy systems modernised without a big-bang rewrite
• Engineering practice: testing, review, delivery

Models and pipelines that earn their place in production, not just in a demo.

• Problem framing and feasibility before model choice
• Data pipelines, evaluation and monitoring
• Deployment into real workflows
• Honest reporting on what the model can and can't do

Retrieval, fine-tuning and evaluation for LLM systems you can actually trust.

• Retrieval-augmented systems over your own data
• Fine-tuning and prompt design
• Evaluation harnesses and guardrails
• Cost and latency control in production

Assessment, hardening and monitoring for the systems that must not break.

• Security reviews and threat modelling
• Hardening of infrastructure and applications
• Monitoring, alerting and incident readiness
• Practical remediation, prioritised by risk

Connecting the tools, data and teams a business already depends on.

• APIs and event-driven integration
• Data movement and reconciliation
• ERP, finance and operational systems
• Fewer manual steps, fewer surprises

Clear advice on architecture, vendors and where the next investment should go.

• Architecture and platform strategy
• Vendor and build-vs-buy decisions
• Technology due diligence
• Roadmaps that survive contact with delivery