Collections & Accounts Receivable Agent
Runs the dunning sequence on the customer's preferred channel, negotiates within approved limits and hands anything outside policy to an analyst.
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Claude Partner NetworkOfficial Anthropic partnerFinance & Accounting · Accounts ReceivableRevenue Cycle Agent
Follows the patient account from encounter to payer payment, manages denial appeals and shows where revenue is getting stuck.
In short
What the Revenue Cycle Agent is.
The Revenue Cycle Agent is a Luby AI agent for Finance & Accounting, built for Healthcare. Follows the patient account from encounter to payer payment, manages denial appeals and shows where revenue is getting stuck. It runs at autonomy level 2 (copilot): prepares the complete action and a person confirms every run.
US edition. This agent adapts a pattern Luby built for Latin American regulation. The US rules, forms and thresholds it relies on are configured and validated with your compliance team during discovery, before it acts on anything.
How it works
From request to result, step by step.
An illustration of how the agent works. In a project, each step is designed around your process and your systems.
Inputs
Claims and accounts by payer
Remittances and denials
Revenue Cycle Agent
- 1Follows the account from encounter to claim
- 2Tracks submission, remittance and denials
- 3Prioritizes appeals by recoverable value
- 4Pinpoints the cycle bottleneck
Guardrails · decision log · approval limits
Human in the loop
Human approvalconfirms every run
Outcomes
Prioritized appeal queue
Revenue cycle readout
Pain points it solves
Where this agent makes a difference.
Healthcare
Denials and prior auth
Denied claims and pending authorizations delay care and erode revenue.
Senior Living & Home Health
Billing and authorizations
Medicare, Medicaid and private pay billing generates denials and rework.
Dental & Specialty Practice Groups
Claims and denials
Denied claims sit in the queue until they're too old to appeal.
Outpatient & Therapy Clinics
Authorizations and visit limits
Visits are delivered without authorization and later denied.
Business outcomes
What changes in your operation.
Outcome
Less revenue lost to unappealed denials
Outcome
Faster days in A/R
Outcome
Cycle bottlenecks made visible
Governance
autonomy levels →Level 2 · Copilot. Prepares the complete action and a person confirms every run.
Every decision is logged with evidence, there are approval limits and the agent can be paused at any time. See also the technical foundation behind the agents.
Related
Agents that work together.
FAQ
Questions about the Revenue Cycle Agent.
What does the Revenue Cycle Agent do?
Follows the patient account from encounter to payer payment, manages denial appeals and shows where revenue is getting stuck. Steps: follows the account from encounter to claim; tracks submission, remittance and denials; prioritizes appeals by recoverable value; pinpoints the cycle bottleneck.
Does the Revenue Cycle Agent replace people?
It isn't designed to. It runs at autonomy level 2 (copilot): Prepares the complete action and a person confirms every run. High-impact decisions stay with your team, with approval limits, an audit trail and an immediate kill switch.
What results does the Revenue Cycle Agent deliver?
Less revenue lost to unappealed denials; Faster days in A/R; Cycle bottlenecks made visible.
Which industries does the Revenue Cycle Agent apply to?
Healthcare, in Finance & Accounting.
Talk to an AI architect
Could the Revenue Cycle Agent work in your company?
Tell us where it would run. An AI architect checks the fit with your process and systems and sends you the top opportunities.
- 1A senior architect, not an SDR30 minutes with someone who has shipped agents to production.
- 2Your top 3 agent opportunitiesRanked by payback, with the systems and approvals each one needs.
- 3No commitmentYou keep the shortlist whether or not you work with Luby.
Thanks! A Luby AI architect will email you to set up the session, usually within one business day.
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