Two practices,
one team that ships.
We design, build, and operate AI products — voice, chat, multi-step agents — and the platforms that keep them honest in production. Below: what we do, how we work, and the stack we use to do it.
Built for teams who need it
to actually work in production.
We focus narrow because that's how we ship in weeks instead of quarters. Production AI agents is the core. Web and app engineering exists to support it — when the agent needs an interface, a workflow, or a platform around it, we build that too.
AI Agent Development
Production AI agents built into your SaaS platform. Voice agents, candidate matching engines, screening copilots, RAG systems, multi-step workflow agents. Built with OpenAI, Anthropic, LangGraph, and LiveKit — instrumented, evaluated, and handed off so your team can run them.
Web & App Engineering
Production-grade web and mobile interfaces — the UI, the workflows, the dashboards your AI sits inside. Next.js, React, TypeScript, Flutter. Typed end-to-end, instrumented from day one, shipped on the same 4-6 week clock as the agent itself.
From kickoff to production
in six weeks.
We don't do demos. Every engagement targets a live, evaluated system in your stack — owned by your team when we walk away.
Map the workflow we're improving
We sit with the people doing the work today — your product team, your end users, your operators. What does the workflow look like? Where does it break? Outputs: agent spec, success metrics, and a clear build/buy decision before any code is written.
A working agent in your stack
An evaluated v0 against your real data — not a demo on slide deck. Run live queries, see real outputs, pressure-test before we commit to production hardening.
Hardening for production traffic
Function calls, retrieval pipelines, evaluation harness, fallbacks, audit logs, cost ceilings, role-based access. The system your platform can run in production from day one.
Hand-off and optional retainer
Documented system, trained team, full source code. From here: clean exit, or 3-month retainer at £8-12K/month for continuous AI development and weekly evals.
No tool dogma.
We pick what ships.
We hold opinions about agent design, not vendors. Below is what we've put in production in the last 18 months — frameworks come and go, the engineering doesn't.