About
AI isn’tjust built.It’s operated.
AI isn't just built. It's operated.
The physical world is already on camera.
Power lines cross continents under drone patrol, orchards are walked by machines, production floors and claims desks generate more footage in a day than their teams could watch in a year. Almost all of it goes unseen.
The industry's answer has been to build a model, ship it, and move on.
In the field, that is where the story actually starts: seasons turn, equipment moves, a camera gets bumped four degrees - and a model that was accurate at launch goes quietly wrong, and nobody notices.
LexData Labs was founded in 2024 on the other bet: that a vision model is not a launch but a tenure.
So the work never ends: experts verify every frame, every camera is watched against its own history, and the model retrains as the world moves. It never stops knowing your world.
What we build
The operations layer for computer vision. Label from a sentence, watch every feed, retrain when the world changes.
Who it’s for
The industries that keep the physical world running, where a missed detection carries a physical cost.
What we refuse
Not a labeling shop. Not a dashboard. Not finished at deploy.
- Founded
- 2024
- Headquarters
- New York
- Hubs
- San Francisco · Stockholm
The people behind the loop.
We’re hiring
Khalid Quadir
CEO & Founder
Managing Partner at Brummer & Partners for 15+ years. Co-founded Gonofon. Stanford Business & Technology Vision Fellow.

Marco ten Vaanholt
Co-Founder & CGO
Global Head Customer Community at Google Cloud. Founder and President at BootUP Ventures.

Andreas Ohrvall
Co-Founder & CTO
20+ years of DevOps and cloud-native architecture with multiple exits. Former CPO at Evroc and CTO at PCG.

Rob Hickey
Chief AI Officer
Technical leader in automated ML and secure networking. Strategy for early-stage AI startups.

Ayman Quadir
Head of Product
Product at Wayfair, scaling e-commerce platforms serving millions. Founded Semiaquatics, an apparel brand built from zero to 15,000 customers.
advisorBrian Baumgartner
Technical Advisor
SpaceX, Uber ATG, Aurora, Cruise, Applied Intuition, Bonsai Robotics. The full autonomous-systems stack.
advisorEdward Adams
Advisor & Board Member
Technology executive and author. Founded cybersecurity companies acquired by Raytheon/RTX, Qualcomm, and Bureau Veritas.
advisorRobert Valton
Advisor
Head of Data, Analytics & AI at Volvo Group. Founded Volvo Group’s global AI Center of Excellence across 2M+ connected assets.
Plus 60+ annotators and engineers inside an in-house, access-controlled verification operation