Delivery acceleration, done from inside your live product.
An engagement that finds where AI cuts friction in your delivery workflow, and embeds it in the codebase and team you've already got.
You don't need an AI readiness assessment. You need to go faster.
Your team has a product in market, users depending on it, and a delivery pace that isn't keeping up with what the business wants next. The AI questions you're asking aren't about readiness or strategy. They're about velocity. Why is a feature that should take a fortnight taking a quarter. Why is code review eating so much senior time. Why can't the team test and release as fast as they design and plan. That's the work we do: AI inside the delivery workflow, against your actual product, with your actual team.
Three ways to engage
Each is fixed scope, and starts from your live product and team.
Fixed Fee
Discovery
2 weeks
For teams who want to understand where AI reduces friction in their delivery workflow before committing to a build.
You get a prioritised opportunity map across the delivery lifecycle (build, test, review, deploy), a clear starting point for the highest-impact work, and a costed sequence for what comes next.
You get a prioritised opportunity map across the delivery lifecycle (build, test, review, deploy), a clear starting point for the highest-impact work, and a costed sequence for what comes next.
Fixed Fee
Sprint
3 weeks
For teams ready to act on a specific opportunity and see it working inside their codebase.
You get AI capability embedded into a real part of your delivery workflow, with a measurable before-and-after on the cycle we've targeted, and a scoped roadmap for the next phase.
You get AI capability embedded into a real part of your delivery workflow, with a measurable before-and-after on the cycle we've targeted, and a scoped roadmap for the next phase.
Fixed Fee
Pilot
6 to 8 weeks
For teams ready to embed AI across a broader slice of delivery, not just a single workflow step.
You get AI integrated across design, engineering, and QA, your team up-skilled and working independently, baseline velocity metrics established, and an iterative delivery plan in place.
You get AI integrated across design, engineering, and QA, your team up-skilled and working independently, baseline velocity metrics established, and an iterative delivery plan in place.
Senior teams, integrated by design
1
One Integrated Team
Senior product, design, and engineering people work as one team, not separate disciplines in the same room.
2
Speed with Judgement
AI reduces delivery friction, but design judgement ensures the right thing gets built, not just built faster.
3
Design as the Mechanism
Design isn’t a line item you opt into, it’s what makes product and engineering work together and ensures the outcome holds up.
4
Fewer, Stronger People
Engagements now need fewer people. AI absorbs work that once required extra hands, and seniority covers what AI can’t, so each person operates across a wider scope.
Where we don't use AI
Knowing when not to use AI is as important as knowing when to. Here's where we draw the line.
Architecture
Decisions with long-term consequences are made by people, not generated. We don't let AI set the direction on things the client will be living with in three years.
Security
Critical paths get close engineering review, not automated generation. Code that handles authentication, payments, or sensitive data gets read, understood, and signed off by a senior engineer.
Client conversations
Conversations that shape an engagement stay with our people. The judgement that comes from understanding a client's context, constraints, and history doesn't get delegated to a tool.
Inherited complexity
What AI introduces gets surfaced and understood, never buried in code someone else will inherit. If a model produces something we can't fully explain, we don't ship it.
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.
Proof points
1
RAG-based search for a Parkinson’s research platform used by 1,000+ active researchers
2
A fine-tuned model that cut inbound customer enquiries by 30% for a UK energy provider.
3
A natural language data interface for a global media company.
4
A customer service agent for a UK consumer credit company.
Our Work
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.
Learn More
Education
Scaling a learning platform to meet modern education demands
BPP revamps its mobile app to better serve evolving student and educator needs, aiming to boost user experience and ensure long-term scalability.
Learn More
Same Partner, New Model
If you've worked with us before, you'll recognise the quality. What's different is how we're packaging the work. We haven't changed what we stand for.
What's the Same
• Senior product, design, and engineering people
• Discovery-led approach to every engagement
• The commitment to being the team that stays useful across the full engagement
• Discovery-led approach to every engagement
• The commitment to being the team that stays useful across the full engagement
What’s New?
• A fixed-fee service built around delivery acceleration
• AI embedded in how we work, not just in what we build
• Smaller teams delivering more, at a quicker pace
• AI embedded in how we work, not just in what we build
• Smaller teams delivering more, at a quicker pace
Keep Reading
Governance
AI-Augmented Delivery
Senior teams building production systems with AI in the workflow.
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Engineering
Software Engineering
Experienced engineers building robust, scalable systems with a focus on what matters.
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Design
Product Design and Development
Senior designers creating user-centred products that balance usability and business goals.
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Want to know where AI would cut friction in your delivery?
The first conversation is a scoping call. No pitch deck.