BillingBench

Anomaly is an AI-powered payer management platform built for healthcare revenue teams to “know your payers as well as they know you.” It surfaces hidden payer behaviors by decoding complex rules and detecting payment patterns across hundreds of millions of healthcare encounters. The core engine, Smart Response, continuously analyzes payer logic, adapts to shifting policies, and embeds learnings directly into existing revenue cycle workflows to provide real-time denial prediction, assisted claims correction, and alerts to revenue risks. By integrating payer-specific insights into existing systems, users can anticipate revenue loss, negotiate payer contracts from a stronger position, and proactively correct or reverse denials before they impact cash flow. The system helps level the playing field between providers and payers by turning opaque billing logic into actionable intelligence and embedding it into day-to-day financial operations.

Insurance companies run AI to review, adjust, and deny claims. Most practices still work them by hand. Altair closes that gap: an AI-native, done-for-you medical billing service that runs your full revenue cycle, from eligibility and prior authorization to claims, denials, and appeals, backed by a US-based team of expert billers. It is a service that does the work, not software your staff operates. Altair scrubs claims against payer edits and medical-necessity policies, works denials to root cause, files appeals, and learns how each payer behaves. It also runs patient billing and collections for you: statements, payment reminders, payment plans, follow-up on unpaid balances, and aged patient A/R, so the patient share is collected in full. Coding and charge capture stay with your practice; Altair runs everything else. It works with every EHR, and a live view shows what is billed, paid, and at risk. Payers built their AI to pay you less. Altair gets you paid in full.