Cohere Health vs Infinitus Systems
Read together these two describe an absurdity that healthcare has automated on both ends. Cohere applies clinical AI inside the health plan, running utilization management, payment integrity, appeals and policy work with one consistent model of medical necessity. Infinitus automates the provider's phone call to that same plan, with agents dialling, navigating menus, holding and extracting authorisation and claim status from a representative. So one side is making determinations with models while the other side is using models to find out what those determinations were, over a telephone. Neither vendor is at fault for that, and both are rational purchases. But a buyer on either side should notice that the interoperability failure funding both products is the actual problem, and that neither company has an incentive to fix it.
- It is built for health plans, applying clinical AI across utilization management, payment integrity, appeals, care management and policy work with one model of medical necessity.
- Accreditation matters here because a carrier stays responsible for prior authorization compliance regardless of vendor involvement, and at least one state requires the programme to meet a recognised standard.
- Breadth means consistent determination logic across functions rather than several systems disagreeing about the same patient.
- It automates the payer phone call, dialling, navigating menus, holding and extracting benefits, authorisation status and claim status from a representative.
- Call outcomes are written back as structured data rather than left in a transcript, over a knowledge graph of payer specific rules.
- It serves the provider side of the same transaction, so the two are counterparties rather than competitors.
Side by Side
| Axis | C Cohere Health |
I Infinitus Systems |
|---|---|---|
| AI Centrality | ||
| Autonomy and Oversight Model | ||
| Model and Technology Transparency | ||
| Clinical and Operational Evidence | ||
| AI Safety and PHI Stewardship | ||
| HIPAA and BAA Posture | ||
| Security Certifications and Trust Center | ||
| FDA and Regulatory Status | ||
| AI Governance and Bias Disclosure | ||
| EHR and Interoperability Depth | ||
| Deployment Model and Data Residency | ||
| Commercial Transparency | ||
| Setting and Specialty Coverage |
Related comparisons
Other published head to head assessments involving these vendors or their closest peers. The full set for this category is on the RCM & Prior Auth AI page.
These sit on opposite sides of the same interaction, which is the useful thing about reading them together: one automates the plan's decision and the other automates the provider's attempt to find out what that decision was. Neither publishes a bias evaluation.
For the voice side, recording consent is the calling organisation's obligation and several states require all party consent, and neither vendor addresses what happens when a payer representative gives wrong information that then flows into the revenue cycle. Neither publishes pricing.