Healthcare Accounts Receivable Follow-Up Agent
Monitors aging medical accounts receivable and automates payer and patient follow-up to accelerate collections and shrink days sales outstanding for healthcare providers.
Billing teams at medical practices and hospitals manage accounts receivable aging reports listing hundreds of unpaid claims and patient balances, but manually prioritizing which accounts to chase first and drafting follow-up correspondence for each one consumes enormous staff time while balances continue to age past the point of easy recovery
Payer follow-up requires tracking claim status through multiple portals and knowing exactly which payers respond to phone calls versus written appeals, a process that varies by payer and is rarely standardized across a billing team
This agent continuously monitors the accounts receivable aging report, prioritizes accounts by dollar value and age using a payer-specific recovery likelihood model, and automatically generates and sends the appropriate follow-up action — payer status inquiry, appeal letter, or patient statement — for each account
It tracks every follow-up attempt and outcome, escalating stalled accounts to a collector for direct intervention before they age into write-off territory
The agent ingests the accounts receivable aging report from the billing system daily, segments outstanding balances by payer versus patient responsibility, and scores each account for recovery likelihood based on age, payer type, and historical resolution patterns. High-priority accounts trigger automated follow-up actions matched to the payer or patient — a claim status inquiry submitted through the payer portal or clearinghouse, a formal appeal letter for denied claims within the appeal window, or a patient statement and payment reminder for self-pay balances. Every action and its outcome is logged against the account, and accounts that remain unresolved after a configured number of follow-up attempts or approaching the payer's timely filing or appeal deadline are escalated to a human collector with full context attached.
Ingest and Segment AR Aging
- Pull the current accounts receivable aging report daily
- Segment balances by payer responsibility versus patient responsibility
- Score each account for recovery likelihood and urgency
Trigger Automated Follow-Up
- Submit payer claim status inquiries through portals or clearinghouse
- Generate and send appeal letters for denied claims within the appeal window
- Send patient statements and payment reminders for self-pay balances
Track Follow-Up Outcomes
- Log every follow-up attempt, response, and resulting status change
- Monitor accounts against payer timely filing and appeal deadlines
- Update account priority based on new information received
Escalate Stalled Accounts
- Identify accounts unresolved after configured follow-up attempts
- Flag accounts approaching filing or appeal deadlines
- Route escalations to collectors with full account context attached