Domain-Specific Expert Pods
Coding, STEM, medical, manufacturing, agent tool use, and other high-stakes domains.
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
/ 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.
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
Built by data and engineering operators
Tbrain's leadership combines AI training data experience, expert-network operations, and outsourced engineering delivery for programs where quality needs to be measurable.
Meet the teamReady 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