Anterior vs Cohere Health

What it does

• AI clinical reasoning against payer medical policies
• Prior authorization review with nurse-in-the-loop workflow
• Auto-approval of clean requests, flagging of edge cases
• Embedded clinicians who tune accuracy in production
• Audit trails for every determination
• Five-day average deployment into plan workflows

Where it's strong

• Clinical accuracy of 99.24% in live production was independently validated by KLAS Research.
• Founded and staffed by clinicians, which helps with medical director buy-in inside plans.
• Deploys into existing UM workflows in days rather than the multi-month integrations typical of payer software.

What buyers should weigh

• Sells only to payers, so provider organizations looking for a submission-side tool are not the buyer.
• Young company with a small number of named reference customers, so diligence on scale is warranted.
• State laws increasingly require licensed clinicians to make denial decisions, so buyers must define where AI output stops and human judgment starts.

Named customers

Geisinger Health Plan

Integrations

What it does

• Automates prior auth intake, review, and approval for health plans
• Auto-approves up to 90 percent of eligible auth requests
• Applies evidence-based clinical policies and physician-facing nudges
• Provider performance analytics to steer utilization management
• Payment integrity claims validation via Cohere Validate
• Delegated UM services across MSK, cardiology, imaging, sleep

Where it's strong

• Proven at national scale: over 12 million prior auth requests a year across roughly 600,000 providers, including a nationwide Humana deployment.
• High auto-approval rates (up to 90 percent) materially cut turnaround times and provider abrasion, which matters as CMS-0057 deadlines arrive.
• Well capitalized at $200M raised and expanding beyond prior auth into payment integrity, reducing single-product risk.

What buyers should weigh

• It sells to health plans, not providers; a provider organization only encounters Cohere through a payer that has adopted it.
• Much of its track record is concentrated in the Humana relationship, so plans of smaller size should ask for comparable references.
• Delegated UM and clinical policy alignment make implementations substantial projects with real compliance and integration work, not a light SaaS install.

Named customers

Humana · Geisinger Health Plan · Medical Mutual of Ohio

Integrations