Resources
Prior authorization and eligibility resources
Practical resources from Kairos Health on prior authorization automation, benefits verification, payer workflows, and specialty practice operations.
Start here
Foundation pieces for understanding the prior authorization automation category.
PA automation
Deep dives on prior authorization workflows, failure modes, and automation mechanisms.
Comparison
Prior Authorization vs Benefits Verification: What's the Difference?
Benefits verification confirms coverage and patient responsibility; prior authorization is a separate service-specific approval. A service can be covered and still deny if authorization was missed.
Deep dive
How Does AI Check Whether Prior Authorization Is Required?
AI checks prior authorization requirements by reconciling payer, plan, code, diagnosis, place of service, and current payer policy across multiple imperfect sources.
Failure modes
Why Does Prior Authorization Automation Fail?
Prior authorization automation fails when it handles demo-friendly steps and ignores payer fragmentation, clinical evidence, policy change, exception handling, and workflow integration.
Specialty automation
Kairos Health resources for healthcare administration workflows.
specialty
Prior Authorization Automation for Oncology
A practical guide to automating oncology prior authorizations without losing the clinical evidence, payer rules, and human review that cancer-drug requests need.
specialty
Prior Authorization Automation for Neurology
A practical guide to automating neurology prior authorizations without losing track of therapy evidence, benefit routing, renewals, and human review.