Services Work About Contact Map your path
02 Services CLARITY · BUILD · RUN

What we build & run

From a clear-eyed roadmap to production AI and software — and the managed services to keep it running. The path runs clarity → build → run. Pick an entry point, or map a path with us.

01FlagshipRecommended start
02Clarity before codeWhere to begin

Clarity before code.

Start here if you're exploring AI and need a realistic, value-led plan — not a slide deck.

AI Introduction Workshop

Build a shared understanding of AI across your leadership team — what's possible, what's hype, and what's relevant to your business.

Best forTeams new to AI who need a shared baseline before planning
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AI Assessment & Roadmap

A clear-eyed assessment of your AI readiness — data, technical capability, organisational maturity — with a prioritised roadmap and plan.

Best forOrganisations that want depth before committing to a build
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AI Value Showcase

Rapid proof-of-value on your actual data. See AI working on your specific use case before committing to full implementation. Typically 1–2 weeks.

Best forStakeholders who need to see results before approving budget
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AI Workflow Consultation & Design

Map current manual processes and identify automation opportunities. Design AI-powered workflows that integrate with your existing systems.

Timeline1–2 weeks
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Rapid Workflow Automation Pilot

A fast proof-of-concept for a single workflow — working automation in 2–3 weeks to validate ROI before a broader rollout.

Timeline2–3 weeks
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03Build & runProduction systems

Production-ready, on your stack.

Full-stack delivery — data, models, software, and the services to keep it all running.

End-to-End Data, ML & AI Products

Full-stack implementation: data pipelines, ML models, AI agents, user interfaces. Production-ready systems on Snowflake, Azure, or your preferred stack.

Timeline8–16 weeks depending on complexity
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Software Development

Full-stack product and platform engineering — the software around your AI and data, not just the models. Web apps, APIs, and platforms built to last.

Best forTeams that need real software shipped, not just a model in a notebook
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Managed Services

We run it for you: monitoring, support, and continuous improvement so your data, AI, and software keep earning their place after launch.

Best forTeams who want systems looked after without a full in-house ops function
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Custom AI Solutions

Bespoke AI implementations for specific use cases. Fixed-scope projects with clear deliverables and timelines — ideal for well-defined problems.

Timeline4–10 weeks depending on scope
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Secure AI for Confidential Data

AI systems for teams handling confidential data. Data separation, compliance guardrails, and audit trails built in from day one.

Best forFirms with strict confidentiality and compliance requirements
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Business Process Automation

Production deployment of AI-powered workflows. Multi-step automation, system integrations, monitoring, and ongoing optimisation.

Timeline4–8 weeks depending on complexity
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04Agentic engineeringDev teams & leaders

Get the dev engine running.

A workshop for teams adopting agentic coding — a hands-on track for engineers, and a capability briefing so CTOs and execs understand what it changes and where it pays off.

01
Context EngineeringWhat you give the agent before it starts — CLAUDE.md, conventions, ARCHITECTURE.md, @imports, Repomix.
CLAUDE.md@importsRepomix
02
Spec-Driven DevelopmentSpecify before you build, and keep the specs true — /spec, /reverse-sync, FRD → Tech Spec.
/spec/reverse-syncFRD → Tech Spec
03
Standards & LintingAutomated gates inside the agent loop — build, test, and lint hooks fire on every write.
HooksLint gatesCI in-loop
04
Test-Driven DevelopmentRed → Green → Refactor — acceptance-criteria-first failing tests before any implementation.
Red/GreenAC-firstRefactor
05
Compound EngineeringParallel work with shared context — git worktrees, parallel Claude instances, and orchestration.
WorktreesParallel agentsOrchestration
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05Lead & enableOngoing

Leadership that ships.

Hands-on leadership for teams building with AI — strategy and delivery, without a full-time hire.

Fractional Head of Data/AI

Part-time ML/AI leadership (2–3 days/month): strategic guidance plus hands-on delivery. A fractional CTO for your data and AI initiatives.

Best forGrowing teams that need ongoing expertise, not a full-time hire
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06StartNot sure where to begin?

Let's map your path to production.

Most teams start with Value Roadmapping or the Idea → Pilot Programme to find the value quickly — but we'll help you find the right entry point for your situation.