Company
Tbrain builds managed data programs for frontier AI teams.
We combine expert operations, workflow software, and AI-native quality control so customers can ship complex datasets without building the whole delivery stack in-house.
The improvement layer for agentic AI
Expert-validated environments, data, and evaluation programs that make agentic AI measurably better. Run by domain pods built for high-stakes work.
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Expert Pipeline
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Core Domains
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Data Modalities
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Verifiable Loops
/ company
Built for the messy middle between models and ground truth
Tbrain is a data and evaluation partner for teams that need more than generic annotation: expert judgment, managed workflows, and measurable quality.
Mission
Turn specialized human expertise into reliable model signal.
Our mission is to make agentic AI measurably better through auditable expert feedback, rigorous evaluation, and domain-specific data programs.
Team
Operators, engineers, and domain experts working as one pod.
Tbrain brings together AI training data operators, engineering delivery leaders, and expert contributors across coding, medical, manufacturing, robotics, and data science.
/ how we deliver value
Optimized for scaling complexity
Legacy marketplaces break on high-stakes AI work. Tbrain provides verifiable software systems and expert-led loops required for agents to self-improve.
Domain-Specific Expert Pods
Coding, STEM, medical, manufacturing, agent tool use, and other high-stakes domains.
Custom software & tools
Purpose-built workflows that make expert review measurable, auditable, and fast to operate.
Verifiable loops
Closed-loop reinforcement learning systems for agents to self-improve from concrete outcomes.
/ what we deliver
Three core service lines
Pre-training, post-training, fine-tuning, and agentic evaluation workflows, each delivered by a specialized expert pod.
Custom Expert Data Collection
RLHF, SFT, and other data for pre-training, post-training, and fine-tuning.
Benchmark Creation
Multi-step reasoning benchmarks built and validated by domain experts.
Agent Evaluation and Analysis
Evaluation harnesses and analysis dashboards for frontier AI agents.
/ domains & expert pods
Where generic teams aren't enough
Specialized pods for the domains where accuracy depends on depth, not headcount.
Coding
Software engineering, debugging, and DevOps tasks across modern stacks.
Medical
Clinical, imaging, and diagnostics annotation by qualified medical experts.
Manufacturing
Industrial operations, robotics-in-factory, and supply-chain workflows.
Languages
Multilingual coverage including Asian, Spanish, Portuguese, and Baltic regions.
Physical AI / Robotics
Ground-truth motion capture and humanoid control data.
RL Environments
Sandbox environments and reward signals for reinforcement learning.
/ sample projects
Programs that turn expertise into model signal
Chatbot data generation
Q&A pairs for medical chatbot training.
Training data generation
LLM response validation across domains.
Audio Data Collection
High-quality audio data for smart devices.
/ technical expertise
Deep technical expertise across hard domains
Coding & DevOps
Python, C++, Java, Linux sysadmin, full stack
Mathematics
Real analysis, linear algebra, topology
Science
Physics, chemistry, biology
Robotics
Egocentric video, hand pose, motion capture, teleoperation
Data Science
Python, SQL, machine learning, LLM fine-tuning
Finance
Macroeconomics, financial reporting
Medical
Clinical, imaging, diagnostics
/ team
The operators behind Tbrain programs
Tbrain combines AI training data operators, engineering delivery leaders, and domain experts to build evaluation, annotation, and human-feedback programs for high-stakes AI work.
AI training data strategy
Tam Le
Seasoned data science and analytics leader with 15+ years across Google, Adobe, and Asana. Tam brings deep AI training data expertise from close work with the AI trainer industry at Turing.
Expert-led data programsModel evaluationGlobal expert network
Engineering delivery leadership
David Do
Senior software engineering leader with 20 years of experience managing outsourced engineering teams, including a 500+ person engineering organization and multi-million-dollar delivery contracts.
Engineering operationsEnterprise deliveryManaged expert teams
/ our office
Built in Florida & Hanoi, shipping for frontier AI
Engineers, expert ops, and program managers work side by side from our Hanoi office. Daily standups, shared review queues, and domain pods keep delivery tight across timezones.
- HQ
- Florida & Hanoi
- Working hours
- Cross-TZ delivery
- Network
- Global experts
/ expert network
Domain experts when accuracy depends on depth
Tbrain works with specialized contributors across STEM, medical, coding, data science, robotics, and other technical domains where generic labeling teams are not enough.
Nguyen Minh T.
Medical
Radiologist, 9+ years
Trang M.
Coding / AI
Ph.D., Co-founder PowerGate
Huy L.
Coding / AI
Ph.D., AI Researcher
Tu Ng.
Data Science
Head of AI, 10+ years
Ready to start now?
Whether you need a benchmark, a training data program, or a managed expert workflow for a complex domain, Tbrain can help you move faster with higher confidence.
Contact us