Company

About HardLabs

We've shipped the hardware, the firmware, and the ML that ties them together.

We turn netlists, BOMs, and datasheets into a runnable board under your real firmware — so integration bugs show up before fab, not during bring-up. Design partners keep the twin; we do not train on customer designs.

Team

  • Agnieszka Szefer · Co-founder & CEO

    Prev. Stitch Fix · Amazon · Bain Capital Ventures. Built ML systems in production at scale; runs how we turn datasheets into models.

  • Adam Szefer · Co-founder & CTO

    Prev. Bloomberg · Gyfted. Systems and simulation infrastructure — the engine that runs your firmware against the circuit.

Backing

Bain Capital Ventures

Join the pilot · Security & on-prem · Blog