Managed Care Analyst

Models explain managed care in tidy theory and miss the mechanics that decide coverage: a benefit rule that overrides the general one, a prior-auth requirement waived in the contract, a utilization review that should have flagged the case. Confident but unworkable coverage advice quietly costs patients and plans, and an operator like you is who catches it.

As a Managed Care Analyst you'll evaluate AI on payer contracts, utilization review, and benefit administration, and write the guidance an experienced managed care professional would give.

• Write prompts that probe managed care scenarios: benefit determination, prior authorization, utilization review, and payer contracts.
• Review AI output for wrong coverage calls, misread contract terms, and rules that would not survive a real plan, and rate the reasoning.
• Write the correct answer when the model falls short, grounded in day-to-day managed care operations.