Sit with the people. Build with agents. Ship every week.
Our method comes from twenty years of building software teams, applied to a team where most of the members are AI agents and the lead is always a person.
The first month is spent understanding, not guessing
The shadow period
A member of our team sits with your employees while they do their actual jobs, for three to seven days depending on the size of the operation. Not workshops, not interviews: the real work, on the floor, in the language your people prefer.
Backlog confirmation
We turn what we saw into a backlog of concrete things to build, each with the person it helps and the outcome it should produce. We confirm it with you and with the staff involved before anything is built.
First working builds
Building starts inside discovery. By the end of the month your key staff have used something real and told us what they think.
A human lead, an agent team, a weekly cycle
This is where the speed comes from, and why it doesn't come at the cost of quality.
The team
An experienced development lead directs a team of AI agents that take the roles a good software team has: product owner, business analyst, developers, QA and documentation. The agents work around the clock. The lead decides what they work on and whether it's good enough.
Acceptance before code
Every item in the backlog carries acceptance criteria from four angles: the stakeholder, the technical design, testing, and documentation. Stakeholder criteria are written in a live session with a person, never generated alone.
Independent review
Every build is reviewed by a different model from the one that built it, then by the lead, then by someone on our side playing the customer, before it reaches your staff.
Beta with your people
Each week, working software goes to your key staff. Their feedback is gathered in their language and carried straight into the next cycle, by the same person who sat with them in discovery.
Test, stage, deploy
Everything moves through test and staging environments before production. Nothing is deployed on a promise.
Always maintained
An agent continuously maintains dependency and security updates for the systems we run, so they stay current without a project to make them current.
What we hold to
The lead is a person. Agents build; people decide. Every system that reaches you has been judged by an engineer who is accountable for it.
Your staff shape the work. The people who do the job are in the loop every week, in the language they think in.
Costs are visible. AI model and cloud usage is passed through at cost and itemized. You never pay a markup on tokens.
Records are kept. Every decision, criterion and test lives in a shared record that both our people and our agents work from. Nothing important lives only in someone's head.
English is the language of record. All delivery records are kept in English, with translation provided for stakeholders where it's needed, so there's one source of truth.
See it with your own operation.
The fastest way to judge the method is to describe one process and let us tell you what a first month would look like.
Talk to us