About

The people who know the work should help teach it.

Our mission

Our vision

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What we do · 1

Experts bring the know-how

They define tasks, demonstrate techniques and correct mistakes.

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SimulationExpert review
What we do · 2

We run it in simulation

We scope the task, set up the environment and review every contribution.

What we do · 3

Teams train on the result

Robotics teams use the data to train and evaluate their own models.

How we got here

We started in 2025 as an AI career agent, learning how to find people with specific skills. That led to a question: how can their experience help power the next generation of robotics? In September 2026 we focused entirely on robotics training data.

Who we are

Three co‑founders.

  • Loup Wang
    Loup Wang
    Co-founder, CEO
  • Vance Spears
    • CS, Math, and Neuroscience, University of Alabama
    • Cybersecurity at Paranet Solutions
    Vance Spears
    Co-founder, CTO
  • Luca Piekarski
    • CS and Math, Boston University
    • Wealth Management at Ameriprise Financial
    • Project Management at Mercor
    Luca Piekarski
    Co-founder, COO