AI development

AI that does something useful — not just something impressive in a demo.

We build AI into products and workflows where it genuinely helps: automating repetitive work, adding decision support to a product, or connecting systems that currently need a human in the middle. We've shipped private AI backends, grant-research tools, and AI-powered products for real clients.

Where AI genuinely helps

  • Automating workflows that currently require manual review or entry
  • Knowledge and decision support features built into a product
  • Document processing, classification, and extraction at scale

How we think about it

We start with the business problem, not the technology. If AI improves the outcome, we build it in. If a simpler automation does the job, we'll say so — and build that instead. The goal is something that works in six months, not just in a client presentation.