Healthcare AI / Benchmark leaderboard

CHI-Bench

Prior authorization, utilization management and care-management workflows.

No published company result yet.

This benchmark is in the research directory. Its task package, adapter and grading protocol need qualification before a hosted run can be offered.

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What this benchmark measures

Metrics

State/policy-aware workflow outcome metrics.

Execution requirements

Healthcare-app tools and approved access to the gated operations handbook.

Scope and limitations

Harbor includes 78 single-agent tasks; 23 provider-payer E2E arena tasks use a different two-agent harness. Do not combine these task counts.

Evaluation availability

Catalog entry. Request a managed evaluation to qualify your agent interface and the benchmark’s native grading requirements.

Sources and company fit

Companies whose products may fit

Research recommendations based on product capabilities. These companies have not necessarily run this benchmark or integrated with Blobfish.

Compatibility notes for each company

Ambience: Product-specific adapter / qualified access

Hippocratic AI: Product-specific adapter / qualified access

Nabla: Product-specific adapter / qualified access

ServiceNow: Product-specific adapter / qualified access