AI consulting that builds capability, not dependency.
Start a conversationThere are more opportunities to add AI to your processes than your team has time to explore. Backend operations, document workflows, data reconciliation — the use cases are obvious. But your people are busy running the business, and figuring out how to build AI agents effectively isn't something you can squeeze into a Friday afternoon.
So you buy another SaaS subscription. Thousands a month for a tool that almost fits, doesn't handle your edge cases, and locks you into someone else's roadmap. You start to wonder: could we just build this ourselves?
We work in focused two-week sprints. Most engagements fit in a single sprint. If the work is bigger, we do it in chunks — each one self-contained, each one delivers something real.
We open-source base agents that solve common problems out of the box. Fork them, run them, tear them apart. They're real tools built for real workflows — not demos, not toy examples.
The custom work — agents built for your data, your edge cases, your stack — that's what the sprint is for.
20 years in fintech. Co-founded DadeSystems, a B2B payment automation platform used by Fortune 100 companies, acquired in 2022. Saw the backend processes of hundreds of companies up close — the manual work, the messy exceptions, the workarounds that became permanent. MS Computer Science, UCF. Multiple US patents in financial transaction automation.
In late 2025, autonomous agents went from research demos to production-ready tools practically overnight. Doug dove in completely — working across multiple startups, helping engineering teams adopt AI practices in real codebases with real deadlines. In a space full of noise, focused on finding what actually works.
Staying ahead of this pace of change is a full-time commitment. That's the point — drinking from the fire hose so you don't have to.