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// About

AI isn’tjust built.It’s operated.

AI isn't just built. It's operated.AIisn'tjustbuilt.It'soperated.

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.

// detection accuracy, one cameratime →launchdriftretrainwithout the loop

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.

// detection accuracy, one cameratime →launchdriftretrainwithout the loop

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
  • Founded 2024
  • Headquartered in New York
  • San Francisco · Stockholm

The people behind the loop.

We’re hiring →
Khalid Quadir

Khalid Quadir

CEO & Founder

Managing Partner at Brummer & Partners for 15+ years. Co-founded Gonofon. Stanford Business & Technology Vision Fellow.

Marco ten Vaanholt

Marco ten Vaanholt

Co-Founder & CGO

Global Head Customer Community at Google Cloud. Founder and President at BootUP Ventures.

Andreas Ohrvall

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

Rob Hickey

Chief AI Officer

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

Ayman Quadir

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.

Brian Baumgartneradvisor

Brian Baumgartner

Technical Advisor

SpaceX, Uber ATG, Aurora, Cruise, Applied Intuition, Bonsai Robotics. The full autonomous-systems stack.

Edward Adamsadvisor

Edward Adams

Advisor & Board Member

Technology executive and author. Founded cybersecurity companies acquired by Raytheon/RTX, Qualcomm, and Bureau Veritas.

Robert Valtonadvisor

Robert 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

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