Not a pivot. A decade of compounding.
Most AI firms started in 2023. We started with circuit boards. Every stage taught us something the next one needed, and that is why our AI work holds up in production.
Hardware
Circuit boards, firmware and embedded systems. We learned that the physical world does not forgive sloppy engineering.
Software
Web, mobile and back-office platforms. We learned how real businesses run, and where their data lives.
Engineering teams
Dedicated engineers embedded in client programs. We learned to hire, vet and retain talent that enterprises trust.
Applied AI
Strategy, data platforms and AI systems, delivered by people who have built every layer underneath.
AI is the newest layer of software, not a replacement for engineering. The firms that understand the layers underneath are the ones whose AI survives contact with production.