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AI Development & your AI Dev Team.
Your embedded AI build capability. We accelerate your engineers, or act as your AI dev team outright — taking ideas from prototype to production with proper discipline, including Vibe Code Scale-Up and agents working inside your codebase.
Build capabilityEmbedded dev teamVibe Code Scale-UpAgents in your repos
The model
Three ways we add build capability.
01
Accelerate your team
Coding, DevOps, QA and security agents wired into your repos, writing to your standards — so your existing engineers ship far more. Engineering is usually the most expensive bottleneck.
02
Be your AI dev team
No engineering function yet? We act as it — designing, building, deploying and supporting AI solutions in your cloud until you are ready to bring it in-house.
03
Enable your builders
We find the people already experimenting, upgrade them onto proper, secured tooling and repositories, and run a security and architecture review.
The method
Understand the need. Prototype the solution. Choose the right tools.
We start with a shared language for what AI can do, work out where the value genuinely is, and build the smallest thing that proves it — using whichever product zone fits the job.
01 · Understand
Find where the value is
Map the processes and outcomes that matter; score ideas on real business value, not novelty.
02 · Prototype
Build the smallest proof
One high-impact prototype, often in days. People see and feel it — and it de-risks the bigger build.
03 · Choose
Best-fit, never locked-in
Tool-agnostic by design. We pick the right product zone per task, everything permissioned and tied to your identity.
The product zones
Every build lands in one of four zones — Microsoft Copilot, Vibe Code: Easy, Vibe Code: Scale, or Agentic Engineering. Explore the product zones →
Vibe Code Scale-Up
From a Lovable prototype to a production app you can depend on.
"Vibe coding" is fine for a weekend project. Agentic engineering — the same activity with version control, AI code review, automated testing and security scanning around it — is what you want behind anything you rely on. This is the path we scale clients up through.
Zone 2 · ~1 week
01 · Prototype
Build the first version in Lovable. The aim is learning, not durability — within an afternoon you have something a real user can click on.
~1 fortnight
02 · Validate
Get it in front of someone who would actually use it. Their reaction reshapes the problem more than any internal discussion.
Zone 3 · ~1 week
03 · Graduate
Export the code to GitHub and connect Claude Code. New features now ship inside a proper engineering workflow — powered by AI.
~2 weeks
04 · Deploy
Deploy into your own Azure with the same controls as any internal app — SSO via Microsoft Entra, AI code review, a focused front-end pen test before real data goes in.
Zone 4 · later
05 · Agentify
Add agents only when there is a clear, justified need simpler approaches cannot serve. Guardrails and human-in-the-loop designed in from the start.
Worked example — a construction firm, two weeks of evenings
An operations manager with twenty years of domain knowledge and no coding background scaffolds a supplier-tracking web app — JavaScript front-end, SSO via Entra, hosted on Azure. Total spend: a personal AI subscription and a small Azure bill, plus our targeted review at the inflection points. The technology made it possible; their judgement made it valuable; our help kept it from becoming a liability.
Where we add value
Build across the functions where the return is greatest.
Productivity
Developer & engineering
Coding, DevOps, QA and security agents in your repos, with autonomous regression testing.
Productivity
Data & BI
Analytics treated as code, with standards and data quality validated automatically.
Commercial
Commercial & sales AI
Hyper-personalised outreach and deep-research memos — working even before your CRM is mature.
Commercial
Your own product
The same approach turned on the software or service you sell — differentiating AI features for market.
Go deeper
Related services.
Product zones
The four product zones
Microsoft Copilot, Vibe Code Easy and Scale, and Agentic Engineering.
Explore →Service
Product Management Services
The judgement layer: what to build, for whom, in what order.
Explore →Service
AI Roadmap + Strategy
Discovery that turns ideas into a prioritised, costed, fundable roadmap.
Explore →Need an AI dev team — today?
Bring us the prototype you sketched, or the idea you keep coming back to. We will scale it up into something governed, secured and running in your cloud.
A Digital Transformation Company.