AI Applications
AI that answers from your own documents and links each answer to its source.
We design and build web applications, portals and internal tools for processes no packaged product fits. Where AI helps, we build it in. Where it does not, we leave it out.

Portals serve citizens, customers or partners; internal tools serve your staff; APIs connect both to your other systems. We design each application around what its users need to see, decide and record. We build the interface, logic, data model and integrations as one system that can be supported and extended after launch.
Custom software pays off when working around a gap costs more than closing it.
Real users work with the application long before the full build is finished.
We interview future users and map the process and its rules, then agree on a written scope and main screens.
We build a first working slice end to end and run it with real users and records.
We complete the features, connect sign-in and other systems, deploy, train users and provide support.
We take one process that runs on spreadsheets and email, for example approving requests between two departments. Future users work with a clickable version early on, then with a working application on real records. The pilot ends with a tool the team uses every day and a list of what the full release needs.
We need the people who run the process today, a sample of real records and one person who decides scope.
AI that answers from your own documents and links each answer to its source.
Connect AI and new software to the systems you already run.
Modernize legacy systems step by step, each new part checked against the old one.
Often you should. If a packaged product fits your process, we will say so in Discovery. Custom software makes sense when the process is specific to you or must connect several systems.
We support and extend the application after launch and document it so your team or another vendor can take it over.
Yes. The data model and APIs are designed so an AI feature, such as document search or a drafting assistant, can be added without a rebuild.
Tell us who is involved, what they record and where it breaks. We will say whether custom software is the right answer.