From first conversation to production AI. Here is how.
We match the approach to the problem. Often that is forward deployed engineering: embedded with your team, building in your environment, accountable until it runs. Other times it is an AI agent, a new product or tool, or a redesigned process built from scratch. Always to production.
Engagement Path
From first contact to full operations
Engagement Models
Choose the shape that fits
Discovery Sprint
A rapid assessment covering AI readiness, use-case identification, and roadmap development. Low commitment, high insight. You leave with a prioritised plan, whether you continue with us or not.
Best for
Organisations exploring AI for the first time or evaluating new opportunities.
Output
AI maturity assessment, prioritised use cases, board-ready summary.
Proof of Concept
Technical validation of a specific AI use case, with a working prototype, performance benchmarks, and a clear go/no-go recommendation. You see it working before committing further.
Best for
Validating a specific idea with real data before committing further.
Output
Working prototype, benchmark results, go/no-go recommendation.
Full Implementation
End-to-end delivery covering data engineering, model development, deployment, governance, and organisational enablement. Visible progress in every sprint.
Best for
Organisations ready to deploy production AI.
Output
Production-grade AI system, governance framework, trained internal team, operational runbooks.
Strategic Advisory
Continuous access to senior AI advisors for strategy, architecture review, programme oversight, and emerging technology guidance. Your AI counsel on call.
Best for
Organisations with active AI programmes that need ongoing strategic guidance.
Output
Advisory sessions, architecture reviews, technology evaluations, programme steering.
Managed AI Operations
Production management of your AI systems: monitoring, retraining, governance, and continuous improvement. Your AI gets better over time.
Best for
Organisations running production AI that want expert operations without a large internal team.
Output
SLA-backed operations, performance reports, operational reviews.
Training & Enablement
Targeted upskilling from executive AI literacy to deep technical training, customised to your technology stack, use cases, and real data.
Best for
Building internal AI capabilities for long-term self-sufficiency.
Output
Trained teams, custom curricula, certification, AI Centre of Excellence design.
Working with us.
Visible progress in every sprint
No disappearing during execution. You see real progress throughout the work: demos, not decks.
Honest about what AI cannot do
We will tell you if AI is not the right answer before we start. Limitations are stated clearly before any commitment is made.
One team, end-to-end
No handoff between sales and delivery. The people who scope your project are the people who build it.
Outcomes over hours
We aim for measurable results, not billable activity. AI is not a project, it is an operating capability.