Case Studies
How Tbrain's expert pods turn high-stakes data into measurable model improvement.
Terminal Bench: Agent Evaluation Platform
500+ multi-step reasoning tasks with 4-layer validation
Built a comprehensive benchmark for AI terminal agents. Each task requires multi-step reasoning across Linux, DevOps, Security, and Database. 4-layer validation ensures tasks are genuinely hard — GPT-5 passes ≤20% of them.
Physical AI: Custom Robotics Data Programs
Custom capture programs for humanoid and manipulation training
We scope egocentric video, motion capture, hand pose, and scene-aware capture programs for household and commercial robotics use cases. Final datasets are built per customer task, robot body, and export format.
High-Accuracy CAD Annotation
Manufacturing AI
Revolutionizing manufacturing processes with AI-powered analytics and predictive modeling. Smart resource allocation and quality control systems that reduce costs and improve efficiency.
Evaluation and Benchmarks for Agents
Delivering enterprise-grade AI agents at unprecedented speed
Stood up six domain-specific Q&A agents and a turnkey evaluation framework for a global enterprise spanning healthcare, finance, telecom, and education — fully delivered in one month.
Scalable Multimodal AI System
Enterprise AI
Scaled from zero to 48,000 high-quality multimodal annotations in just 4 months. Our team delivered consistent, production-ready labeled data across text, image, and audio modalities, enabling rapid model training and deployment.
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