One team, the whole lifecycle

We audit your operations, find the work a model can do reliably, and return a costed plan with the systems, data and controls each use case needs.

We build assistants that act inside your systems: reading records, calling your APIs, drafting work for review, and stopping at the boundaries you set.

We add language model features to the systems you already run: retrieval over your documents, drafting inside your tools, and private or on device model options where data cannot leave.

We automate the repeated handling between your systems and your people, with retries, visibility and an off switch, so the work happens whether or not anyone remembers it.

We design and build the system your operation actually runs on, then hand over the source code, the documentation and the intellectual property.

Web applications built on Next.js and TypeScript: fast on a phone, accessible, and architected so the data layer survives the next redesign.

Installable applications for field teams and customers, built as progressive web apps or native where the hardware demands it, with offline behaviour designed rather than assumed.

A first version narrow enough to ship and real enough to sell, built on a foundation that will carry the second version rather than needing to be thrown away.

Interface design for software people use all day: fewer screens, denser information, and a design system your engineers can build from directly.

APIs designed to be consumed by someone else, and integrations built for the day the other system is slow, down, or sends the same event twice.

We connect the systems you already run so a record entered once appears everywhere it is needed, with one place that decides what is true.

We consolidate the spreadsheets, shared inboxes and disconnected tools a business has accumulated into one system, without losing the history or the rules hidden inside them.

Pipelines that bring your systems into one queryable model, and dashboards that answer the three questions your week actually turns on.

Testing aimed at the rules that carry money, time and access, with automated coverage where regression is likely and manual coverage where judgement is needed.

Deployment pipelines, environments, secrets handling, backups and monitoring, set up in accounts you own and documented so your team can run them.