Real Business Environments
Real, de-identified company systems and records, converted into runnable agent environments with expert-defined tasks and private graders.
Discuss this productOne workflow, connected across systems.
The case, authorization, service record and accounting entry share a history. Preserve the links that explain the handoff.
- Case record
- Request, status and prior history
- Authorization
- Coverage, approval and constraints
- Service record
- What was delivered and when
- Claim & ledger
- Billing, posting and reconciliation
Source context stays connected across records and time.
The delivered unit
The context. The work. The check.
The task carries the history and relationships that make the answer meaningful.
- 01
Connected starting state
Company records, communication, actors, policies and business-system state, linked across the workflow.
- 02
A task and its tools
An expert-defined objective with the tools, constraints and environment state the agent needs to act.
- 03
Ground truth and a private grader
Expected outcomes and deterministic checks kept separate from the agent-visible task.
- 04
Measured baseline runs
Captured rollouts, failure cases and pass-rate-versus-compute curves for the scoped task family.
Built around the task
Business work has a history.
A billing exception can depend on an earlier authorization, a completed service, a message from a counterparty and the ledger. An agent needs those connections to resolve the work correctly.
Choose a workflow and the systems it spans. We configure the task, tool interface, difficulty and evaluation to the capability your lab is training.
What should your agent run?
Share the task, tool surface and scale. We’ll help you select and evaluate the material.