// For enterprise & scale-ups
Software & AI development for enterprise and scale-ups
When your roadmap is bigger than your team, hiring is slow, and the work needs to ship to a high bar — we plug in. A senior squad or a focused build, integrated with how you already work, accountable for shipping.
What we solve for you.
Your roadmap is outrunning your hiring.
A dedicated senior squad embeds with your team and ships continuously — extra capacity in days, not a quarter-long hire.
You need AI shipped to production, properly.
Agents, copilots and RAG built with evals, guardrails and observability — production-grade, not a demo that can't be trusted.
A specific platform build keeps slipping.
A focused senior team takes a defined build end to end, on a fixed plan, integrated with your stack and standards.
Why teams like yours choose us.
- Senior squad embedded with your team, on tap
- Production-grade AI: evals, guardrails, observability
- Integrates with your stack, standards and process
- Flexible — scale up, or hand back, as you need
- Accountable for shipping, not just advising
The packages that fit.
Quick answers.
Can you add capacity to our existing engineering team?
Yes — our Dedicated Squad (from £12,000/month) embeds a senior team with yours to ship continuously, integrated with your stack, standards and process. It's flexible: scale up when the roadmap demands it and hand back when it doesn't.
Do you build production-grade AI for larger companies?
Yes. We ship agents, copilots and RAG into production with the evals, guardrails and observability that larger organisations require — not demos. AI builds start from £18,000 and scale with the system.
Know before you build.
AI agents for business: what they are, where they pay off, and what they cost
Agentic AI is the buzzword of the year — but stripped of hype, an AI agent is software that gets work done for you. Here's where it earns its keep, what it costs, and how to ship one that survives real users.
Read the guide AI · 11 min readBuilding multi-agent systems that ship in 2026
Single agents are table stakes. Multi-agent systems unlock real workflows — but most fall apart on handoffs and observability. Here's exactly how to build them for production.
Read the guide AI · 9 min readAI evals explained — how to stop shipping demos
You cannot ship AI on 'it feels good in testing'. Evals are the automated test suite for LLM behaviour. Here's exactly what to measure and how we build them so you can iterate safely.
Read the guide App Building · 10 min readHow to add LLM features to your existing app
Your app already works. Adding AI that makes it noticeably better is the hard part. Here's the exact playbook we use to wire in agents, copilots and RAG without turning it into a support nightmare.
Read the guide AI · 8 min readCrewAI vs AutoGen vs LangGraph in 2026
Choosing the wrong framework locks you into the wrong abstractions. Here's the honest breakdown for teams shipping real agent workflows this year.
Read the guide AI · 6 min readWhat is RAG? Retrieval-augmented generation in plain English
RAG lets an AI answer from your own documents instead of guessing. Here's how it works, when it beats fine-tuning, and what separates a demo from a production system.
Read the guideIn-house AI team vs AI development agency
Hire and build an AI team, or work with an AI agency? Here's a fair comparison across speed, expertise, cost and risk — and when each is the right call.
Read more ComparisonBuild vs buy software
Buy an off-the-shelf product or build your own? Here's a fair comparison on cost, speed, fit and ownership — and the test that decides it.
Read more ComparisonRAG vs fine-tuning
Two ways to make an LLM useful for your product: feed it your data at query time (RAG), or retrain it on your data (fine-tuning). Here's which to reach for, and when.
Read moreNot quite you?
Ready when you are
Let's build the thing.
Tell us what you're building and we'll come back with a plan, a price and a date. No obligation, no jargon.