How It Works
A clear, five-step patient account-servicing model
EarlyOut AI services eligible patient accounts before default while your organization keeps ownership, approves every workflow, and receives patient payments directly.
How it works
A clear, five-step patient account-servicing workflow
From eligible-account selection to return of anything unresolved — you stay in control at every step.
- 1
Hospital identifies eligible pre-default accounts
You select patient accounts that are still owned by your organization and have not reached your established default or bad-debt threshold.
- 2
Accounts are securely assigned to EarlyOut AI
Eligible accounts are transferred through approved CSV upload, SFTP or API, along with the account and contact data needed to service them.
- 3
Client-approved phone, text and email engagement begins
We engage patients using your approved scripts, schedules and communication channels — activated only where supported by your records and applicable requirements.
- 4
Patients pay you directly or set up an approved arrangement
Patient payments go to the healthcare organization through its approved payment channels. Patients can pay in full or enroll in a client-approved payment plan.
- 5
Resolved accounts close; unresolved accounts are returned
Accounts that resolve are closed. Anything unresolved is returned to you before it reaches your default or bad-debt threshold, on a documented return date set during implementation, so your team can decide the next step.
Account eligibility is determined using the healthcare organization's agreements, documented policies and applicable law — not merely an internal account label. EarlyOut AI does not decide when an account is in default.
Client control
Your accounts. Your policies. Your patient relationships.
EarlyOut AI operates as an extension of your team — within the rules you set.
- The healthcare organization retains account ownership and control.
- The organization establishes account-eligibility rules and its default threshold.
- The organization approves scripts, schedules, disclosures and payment options.
- Patient payments are made directly to the organization or its designated payment processor.
- The organization determines financial-assistance and payment-plan policies.
- The organization can monitor account activity and results.
- Unresolved accounts are returned before they reach the default or bad-debt threshold.
- EarlyOut AI does not sell or purchase accounts and does not decide when an account is in default.
Eligibility
What qualifies for the standard program
EarlyOut AI services eligible, pre-default patient accounts. Some account types are outside the standard program.
Eligible for EarlyOut AI
- Owned by the healthcare organization
- Assigned before the established default or bad-debt threshold
- Not classified as bad debt
- Not charged off or written off as uncollectible
- Not referred to a collection agency
- Not subject to active litigation
- Supported by accurate account and contact data
- Supported by appropriate communication permissions
Not eligible for the standard program
- Accounts classified as bad debt
- Charged-off accounts
- Accounts already referred to a collection agency
- Accounts being reported to consumer credit bureaus
- Accounts in litigation
- Accounts involving active bankruptcy
- Accounts with unresolved identity or fraud claims
- Account types or jurisdictions requiring an unsupported license
Final account eligibility is determined during implementation and may vary by state, account type and client agreement. Program structure and account eligibility are subject to contractual requirements and applicable law.
Early-out servicing vs. collection agency
A different model from traditional collections
EarlyOut AI engages patient accounts earlier — before default — with the healthcare organization in control throughout. Early-out servicing is distinct from post-default debt collection.
Collection-agency services and applicable legal requirements vary. Early-out servicing is distinct from post-default debt collection. This comparison describes general models, not a legal classification of any specific program.
Resolve patient balances earlier — without giving up control of the account.
Give your revenue-cycle team an additional opportunity to resolve eligible patient accounts before bad-debt placement.