When is an agent reliable enough to deploy, and at what cost of oversight?
READY (Reliable Enterprise Agent Deployment) is the first deployment gate an agent must pass before it can be trusted with enterprise work under bounded human oversight. It measures whether that work is grounded, auditable, policy-compliant, and safe under realistic enterprise constraints, not merely whether it gets done.
- 2
- Seed benchmarks
- 9
- Reliability primitives
- 5,824
- Clinical cases
- 15+
- Models on a live leaderboard
The Cost of Reliable AI
One number ties the framework together: the total cost of safe task completion, model tokens plus the human oversight still required to hit a reliability target. As agent quality improves, that oversight cost should measurably decline. Explore the trade-off interactively.
Two benchmarks to start
CliniCARE-Bench
A deployment-oriented benchmark for selective autonomy in retrospective clinical audit, end-to-end, auditable agent reasoning over real MIMIC-IV records.
PSEBench
A controllable, verifiable benchmark for policy-grounded patient-safety event triage against Minnesota's 29 Reportable Adverse Health Events (MN29).
Help build the next wave
The framework is designed for extension: a new benchmark is a single structured record. We are looking for domain experts to author realistic enterprise tasks and researchers to build evaluation environments.