AI embedded in your product, codebase, and team.
Senior product, engineering, and design people who work as one team inside your organisation. Strategy, governance, readiness and the delivery to back it up.
Five ways to engage
Each engagement is fixed scope, starts from your live product and team, and is staffed by senior people on both sides.

Delivery
AI-Augmented Delivery
Senior teams of product designers and engineers who know where AI accelerates the work. Smaller teams delivering more at a faster pace.
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Assessment
AI Readiness Assessment
A focused engagement across use case discovery, data and technical readiness, and regulatory framing. Leaves with a prioritised roadmap and a working prototype.
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AI-Shaped Services
AI Accelerated Sprint
AI embedded in your delivery workflow. Cuts friction from inside your live product and codebase. A focused sprint with your existing team.
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Governance
AI Governance
EU AI Act, FCA, and cross-jurisdiction compliance, built as controls and architecture you can actually operate and demonstrate to a regulator.
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Leadership
Fractional Chief AI Officer
A senior leader embedded in your organisation. In the room for strategy, decisions, and board conversations, with a delivery team that builds what gets decided.
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Senior teams, integrated by design
Product, design, and engineering in one room. No handoffs between disciplines. Every engagement is staffed by senior people who absorb what AI can't.
1
We start from your live product
Not a capability maturity model or a slide deck. We look at your actual codebase, data, and workflows, and find where AI would genuinely shift outcomes.
2
Fixed scope, real deliverables
Every engagement has a defined output: a working prototype, a governance framework, a delivery plan. Not a quarterly retainer with a wide scope.
3
We know where not to use AI
Architecture decisions with long-term consequences are made by people. Security-critical paths get close engineering review. That judgement is part of what you're buying.
4
Same partner, new model
Fixed fee built around acceleration. Smaller teams delivering more. Sharper specifications. If you've worked with us before, the quality is the same, the packaging is different.
Three years of shipping AI, not a pivot
The Acceleration service is a formalisation of work we've been doing for nearly three years. AI inside our clients' products, shipped to real users, running in production. The service takes the same experience and turns it inward, into our clients' delivery teams.
Research
AI-enhanced factual writing
Teaming up with YLD for its expertise, RefStudio crafted an open-source platform, reshaping the creation of research papers in harmony with the "open science" movement.
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Media
Maximising content ROI for a global media company
A leading US TV network unlocked smarter content delivery and ad revenue by using a custom solution to enrich, personalise, and monetise its vast video library.
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Not sure where to start?
The first conversation is about fit, not a pitch, we’ll tell you honestly if we’re right for you.