Services

One delivery model. Several kinds of hard problem.

The service is not a technology stack. It is accountable engineering inside the customer environment, applied to a deployment outcome that matters.

01

AI productionisation

Take an AI proof of concept from convincing demo to reliable operating workflow.

  • Evaluation and regression harnesses
  • Guardrails and human review
  • Tool/API integration
  • Tracing, cost and latency control
  • Production deployment and monitoring

Prior deliveryA retrieval-augmented knowledge system shipped for safe firm-wide use inside a regulated financial services firm.

02

Operational automation

Turn a repetitive manual process into software your team can actually run.

  • Workflow and exception mapping
  • Internal tools and AI-assisted operations
  • Document/data processing
  • Approvals and audit trails
  • Adoption with the operating team

Prior deliveryInterest and FX reconciliation automation that unlocked ~£500k/year and removed ~2 days of manual operations per month.

03

Data & decision systems

Build the pipeline and decision surface underneath a metric, model or operating process.

  • API/database ingestion
  • Data modelling and transformations
  • Quality checks and observability
  • BI and operational reporting
  • Ranking, scoring and decision logic

Prior deliveryLiquidity pipelines that moved lender estimates from 13:00 to 08:00, and firm-wide reporting adopted by thousands of users.

04

Complex integrations

Own the last mile between products, suppliers, APIs and legacy systems.

  • Partner and supplier APIs
  • CRM/ERP/payment integrations
  • Authentication and permissions
  • Async workflows and retries
  • Failure recovery and observability

Prior deliveryLive supplier and travel inventory APIs, SDKs and partner systems integrated end to end in MyEscapePlan production.

05

Technical rescue

A production system is slow, brittle, expensive or blocking delivery. Diagnose it and ship the fix.

  • Architecture and bottleneck diagnosis
  • Performance and reliability
  • Data/BI trust failures
  • Deployment and CI/CD repair
  • Production hardening

Prior deliveryPerformance migration and standardisation across multi-terabyte PySpark pipelines on Palantir Foundry and AWS.

06

Embedded FDE

Senior engineering ownership for a problem that cannot be solved responsibly from a fixed brief.

  • Direct access to operators and stakeholders
  • Weekly production delivery
  • Works in your repo and accounts
  • Outcome-based prioritisation
  • Documentation and knowledge transfer

Prior deliveryA data function led out of Operations into Technology, with roadmap, systems and ownership transferred to the client team.