Case Studies

A world-model lab trained on game and simulated environments needed real, action-paired video to anchor its predictions in physics. Tbrain supplied long egocentric sequences from East-Asian kitchens, markets, and workshops — with synchronized action labels and language captions — as ground truth for sim-to-real transfer.

A mid-tier robotics startup needed cold-start data for a new manipulation task without standing up a collection org. Tbrain delivered pre-QC'd teleoperation and UMI demonstrations, plugged directly into the customer's training pipeline in days, exported to LeRobot.

A global enterprise engaged Tbrain to stand up 6 domain-specific Q&A agents and a practical evaluation framework. We delivered production-grade agents grounded in authentic, approved knowledge in just 1 month from kickoff to handoff.

Tbrain partnered with a leading AI-powered manufacturing company to process and review 500 complex CAD drawings across 15 annotation fields within a strict 30-day delivery window.

Scaled from zero to 48,000 high-quality visual prompts in 4 months across chemistry, biology, medical sciences, mathematics, physics, engineering, and economics.