Agents and humans, building
the right thing — fast.
We build business workflow products (0→1) with a studio of AI agents and humans. Coding stopped being the bottleneck — so we put our effort where it now matters: the problem, the workflow, and the judgment.
Coding stopped being the bottleneck.
For years, engineering bandwidth was the expensive, rationed resource. AI changed that. When building is cheap, the constraint moves to taste, judgment and verification — and to knowing which workflow is even worth building. That’s exactly where humans lead, and where our method puts its weight.
Rationed with planning, scoping and hand-offs.
AI writes the code; a person decides what’s worth building — and knows it’s right.
We build the workflow — not just the code.
Every business runs on many workflows, and most are unbuilt, scattered, or out of date. We model the real one end-to-end, then build it as one connected system that runs every day — and holds the proof of every decision.
Understand the problem
Who it’s for and what it really solves — modelled before a line of code.
Model the workflow
Map the real, end-to-end workflow the business runs on — not a slice of it.
Build with agents
A studio of specialist AI agents builds it, guided by humans, at pace.
Hold the proof
Every decision and action recorded — a review-ready trail, by design.
We don’t just prompt AI. We give it an operating system.
Prompts are throwaway. Our AI works inside a structured environment that makes it consistent, reviewable and fast.
An operating contract
Every project carries its own rules and context, so AI builds it your way — every time.
Reusable expertise
House patterns and domain knowledge, encoded once and applied everywhere.
Specialist agents
Focused agents work in parallel, each owning one job end-to-end.
Standardised workflows
Common tasks run as one repeatable command — not a fresh prompt each time.
Real system access
Agents act on real systems — tests, code, tickets, docs — not just talk about them.
The result: AI becomes an active team member — not a consultant.
A team of agents that check each other.
You give one instruction. An orchestrator plans and delegates; specialists implement, review, test and fix — handing off and self-correcting until it passes. Humans stay in command of every judgment call.
They hand off, review each other, and self-correct until it passes
AI does the mechanical work. Humans own the judgment.
It’s not either/or — it’s a division of labour. Speed from the machine, judgment from the people.
- ›Writing code, style & lint
- ›Catching & fixing simple bugs
- ›Writing the missing tests
- ›Running the pipeline through CI
- ›The problem and the product
- ›Security & risk-tolerance calls
- ›Taste and product judgment
- ›Anywhere subtly wrong is still wrong
Built, shipped, running today.
This isn’t theory. It’s how we shipped two live products — faster, and verified.
Lex-AML
LiveAn organisation’s entire AML/CTF obligation, run as one connected workflow.
FieldTag
LiveA whole residential build run from one QR sticker per room.
Have a workflow worth building?
Tell us the problem. We’ll model the workflow and show you what’s possible.