Expert Data for AI Agents

Enhance agent performance and safety with
high-quality curated data for training and evaluation

Trusted by Leading ML & AI Teams

Trusted by Leading ML & AI Teams

Our expert knowledge drives your agent innovation

Domains

Mathematics

Computer Science

Medicine

Psychology

Physics

Chemistry

Biology

Astronomy

Biotechnology

Bioinformatics

Law

Finance

Accounting

Economics

Teaching

Linguistics

Civil Engineering

Automotive Engineering

Religion

Language Arts

Philosophy

History

Performing Arts

Visual Arts

Mathematics

Computer Science

Medicine

Psychology

Physics

Chemistry

Biology

Astronomy

Biotechnology

Bioinformatics

Law

Finance

Accounting

Economics

Teaching

Linguistics

Civil Engineering

Automotive Engineering

Religion

Language Arts

Philosophy

History

Performing Arts

Visual Arts

Languages

English

French

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Spanish

Hindi

Malay

Russian

Bengali

Filipino

Ukrainian

Vietnamese

Japanese

Tamil

Thai

Dutch

Korean

Arabic

Swedish

Turkish

Polish

English

French

German

Spanish

Hindi

Malay

Russian

Bengali

Filipino

Ukrainian

Vietnamese

Japanese

Tamil

Thai

Dutch

Korean

Arabic

Swedish

Turkish

Polish

English

French

German

Spanish

Hindi

Malay

Russian

Bengali

Filipino

Ukrainian

Vietnamese

Japanese

Tamil

Thai

Dutch

Korean

Arabic

Swedish

Turkish

Polish

English

French

German

Spanish

Hindi

Malay

Russian

Bengali

Filipino

Ukrainian

Vietnamese

Japanese

Tamil

Thai

Dutch

Korean

Arabic

Swedish

Turkish

Polish

Our data solutions

Training
datasets

High-quality training data to fit your agent's use case.

Auto-verifiable tasks for RL
Human preferences for RL
Trajectories collection
Trajectories annotation

Evaluation and red teaming

Testing AI agents for advanced capabilities and safety.

Comprehensive
taxonomy
Rigorous red-teaming
Automated 

evaluation metrics

Contexts and data for environments

Providing context-rich environments and realistic structured data for agent training and evaluation.

Context & environments
Curated relevant data

Case Studies

Auto-verifiable tasks for Deep Research Agent

Our team has built a dataset to enhance the Deep Research Agent. Each task includes a complex domain-specific prompt and a set of rubrics for automatic answer verification. The agent’s performance on extensive online research tasks was significantly improved through end-to-end RL using this data.

View case details

Client type:

Leading AI Company

Experts:

MS & PhD in Finance

Accounting

Economics

Medicine

Linguistics

Education

Language:

English

Volume:

600 datapoints per domain

600 datapoints / domain

Application:

Enhancing Deep Research Agent using end-to-end RL

Trajectories annotation for Coding Agent

Our team annotated 5000 coding agent trajectories, evaluating every step of user interaction. The signal provided by this curated data helped enhance reasoning and agentic capabilities on the client's side.

View case details

Client type:

Coding AI agents startup

Experts:

Software architects

DevOps engineers

Backend engineers

Language:

English

Volume:

5,000 trajectories

500 per week

Application:

Coding agent for repository maintenance and bug-fixing tasks

Trusted by Leading ML & AI Teams

Trusted by Leading ML & AI Teams

Fuel your AI agents with
expert-crafted data