Economically valuable work

Do valuable work.Deliver reliable results.

Train on real enterprise work across six domains. Turn messy evidence into useful deliverables, with runnable environments and verified rewards.

Try 5 Samples
1,000tasks available
6work domains
Verifiedrewards
Source documents
  • reports
  • workbooks
  • evidence
Ready for review
Runnable environments. Verified rewards.

The GDPval catalog

Choose your work domain.

Business operations

Finance and people

3work domains
  • Finance
  • Human resources
  • Personal assistant

Work through financial information, people workflows, and everyday business requests. Deliver work grounded in the available evidence.

Market and service

Customers and commerce

3work domains
  • Marketing
  • Retail
  • Customer service

Complete work across marketing, retail, and customer service. Turn the task’s source information into a useful, accurate result.

Choose your domains and the volume you need across 1,000 available GDPval tasks.

Inside a GDPval task: Quarterly report

Missing information needs a clear answer.

Edit a quarterly earnings deck using messy source documents. Complete the supported work and state which requested information is unavailable.

Messy sourcesSparse quarterly information
Evidence checkIdentify what is available
Updated earnings deckSupported, accurate content
Clear limitationsFlag unavailable information

A useful result includes correcting an unsupported assumption.Task workflow

Read the task and verification summary

Edit a quarterly earnings deck using the available source documents. Complete the supported work, identify gaps in the evidence, and clearly state which requested information is unavailable.

More than 200 atomic criteria in this sample check the final deliverable. A second judge checks how the agent handles missing evidence and unsupported assumptions. Useful work requires both accuracy and judgment.

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Included with your tasks

Everything needed to run the work.

Inspect the complete task package in your samples.

Task specification
Runnable environment
Reward verifier
Customer-specific QA

Task verification

Quality you can inspect.

The quarterly-report sample checks both the finished deliverable and the agent’s handling of missing evidence. Useful work requires accuracy and judgment.

200+criteria in this sample
Secondjudge checks assumptions
Explore the full catalog ↗
200+sample criteria
Final slide deckAtomic criteria check the deliverable
Missing evidenceA second judge checks the response

Your GDPval mix. Your volume.

Choose your work domains and the task volume you need.

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