We engineer AI systems that run in production.
Most teams can demo AI. Shipping it — with evaluations, cost control, and uptime someone is accountable for — is a different discipline. It's the one we practise, on our own products and on yours.
Four things we do, and do properly.
We don't sell a technology menu. These are the four areas where we've shipped systems that stayed up, stayed affordable, and stayed useful long after the launch demo.
AI agents & automation
Agents that do real work: watch inboxes and systems, run on triggers, take action, and report back. Built to run unattended — with guardrails, retries, and an audit trail you can actually inspect when something looks wrong.
LLM application engineering
Retrieval, tool use, evaluation harnesses, streaming, token and cost control. This is the engineering that separates a convincing demo from a system you can put in front of paying customers without holding your breath.
AI product development
Zero to one. We take an AI product from prototype to shipped, billed, and supported — authentication, data, payments, deployment and the unglamorous middle, not just the interesting part.
Systems modernization
Legacy systems are where the useful data lives. We modernize them into something AI can actually be applied to — incrementally, without the full rewrite that never finishes.
We're our own hardest client.
Two products, live and operated by the same team you'd be hiring. Everything we recommend, we've already had to run ourselves.
Appvise
Describe an internal tool. Get a real app.
An AI app builder for small businesses. A natural-language prompt produces a working web or mobile application — authentication, database, hosting and publishing handled, with no code to maintain.
Gentlebot
Always-on AI agents for real work.
Create one agent or a full team. Gentlebot watches inboxes and websites, runs on triggers, sends messages, and builds files, reports, spreadsheets and live apps — even while you're offline.
Tell us what you're trying to build.
Describe the problem in plain language. We'll tell you honestly whether AI is the right tool for it — and what it would take. We reply within one business day.