Business workflows
Customers and teams
- Marketing + retail
- Customer service
- Finance
- Human resources
Connect the evidence across business applications. Complete the work and leave the right result behind.
Enterprise tool-use training data
Train across connected enterprise systems. Complete complex workflows through MCP, with runnable environments and verified rewards.
Try 5 SamplesThe MCP catalog
Business workflows
Connect the evidence across business applications. Complete the work and leave the right result behind.
Operations workflows
Work across operational systems. Resolve complex tasks with the tools and context a real deployment would use.
Choose your domains and the volume you need across 5,000 available MCP tasks.
Inside an MCP task: Vendor contracts
Find this quarter’s vendor contract problems across six applications. Write one spreadsheet row for each contract.
Search misses evidence that the list tools expose.Task workflow
Find the vendor contract problems for the quarter using evidence across six applications. Search results alone can miss relevant evidence, so the agent must also use list tools and read the text fields. Write one spreadsheet row per contract.
The sample checks complete, accurate retrieval against 18 correct references. Inspect the task specification and reward verifier to understand how the final rows are evaluated.
Included with your tasks
Inspect the complete task package in your samples.
Enterprise tool-use catalog evaluation
Frontier models pass 27–41% of the catalog’s tasks at pass@1. These results cover the broader enterprise tool-use catalog, evaluated in August 2026.
Choose your enterprise domains and the task volume you need.