Hard problems, honest answers, software that ships.

You have steps where someone reads an email, a form or a scan and decides what to do with it. A model can now make that decision, and software around it can act on it. We find those steps in your processes with you and build that software inside the systems you already run. A demo and a production system look the same. The difference is everything around the model. So we test against cases where you know the answer, measure the cost per case, and make sure a wrong answer writes nothing.

You have decisions piling up, or a technical problem that needs an owner, and nobody inside has the time or the standing to take it. We put an engineer, or a small team, inside your company, in your project and your release process. We work out the architecture with you: how the parts fit together, which vendors, and the decisions nobody else wants to make. Then we carry the problem to a system in production, together with your team.

You need an application in the browser, for your customers or for your own team. We plan it with you and build it, from the first concept to the finished product. We build whatever the business needs around it: content your team edits itself, payments, hosting. After launch we keep developing it and we operate it: new features, upgrades, security patches. We do the same for an application you already run.

Every login answers who is this, and every permission check answers what they may do. You buy the first answer from an identity provider and build the second yourself. Now AI agents need both answers too, the same as a service calling your API. We build the login, the single sign-on for enterprise customers and the access model, for people and for agents. We give each agent its own identity and log every call against it, so you can show afterwards what it did.