How to Automate Promise-to-Pay Calls with AI

A promise-to-pay (PTP) call is a collections call where the debtor commits to paying a specific amount on a specific date. A good PTP call ends with three things recorded: the amount, the date, and the payment method. Everything after that call depends on those three fields being accurate and acted on.

• No one owns the follow-up. Agents move on to new accounts, and the promise sits in the system untouched.
• Reminders are inconsistent. Some debtors get a reminder before the due date, most don't.
• Broken promises are found late. The missed payment shows up in a report days later, and the next call is cold.
• Data is incomplete. The promise is noted in free text, so it can't trigger anything automatically.

Step 1: Choose the segment and trigger

Start with one portfolio segment, for example accounts 1 to 30 days past due. Define what starts a call: a missed due date, a new account placed with you, or a scheduled reminder.

Step 2: Approve the scripts and disclosures

Your compliance team approves the call scripts, including the identity check, required disclosures and the AI disclosure. The AI agent follows the approved wording on every call.

Step 3: Confirm the right party

The agent verifies it is speaking to the debtor before discussing the account. If it reaches someone else, it ends the call without revealing the debt.

Step 4: Capture the promise

The agent explains the balance and asks when the debtor can pay. It records the amount, date and payment method as structured fields, then reads the commitment back to confirm it.

Step 5: Write it back to your system

The promise goes straight into your CRM or collection system, with the call recording and transcript attached. No manual notes.

Step 6: Remind before the due date

A day or two before the promised date, the agent calls (or sends a message, where permitted) to remind the debtor and confirm the payment method.

Step 7: Check the payment

On the due date, the system checks whether the payment arrived. If it did, the account is updated and no further call is made.

Step 8: Follow up on broken promises

If the payment is missing, the agent calls back, acknowledges the missed date, and asks for a new commitment. Accounts that break a second promise can be routed to a collector or to a different strategy.

AI handles the repeatable parts. A collector should take over when:

• the debtor disputes the debt
• the debtor mentions hardship, illness or vulnerability
• the debtor asks for a payment plan outside your preset options
• the debtor asks to speak to a person
• the debtor has broken more than one promise

The handoff includes the recording, transcript and the reason for escalation, so the collector doesn't start from zero.

Track the same numbers before and after automation, on the same segment:

• Right-party contact rate: how many accounts were actually reached
• Promise rate: how many contacts ended with a promise
• Kept rate: how many promises were paid on time
• Recovery per account and cost per account worked

Agree on these with your team before the pilot starts, so the results are easy to judge.

You can build this workflow on a developer voice AI platform if you have engineers to handle scripts, payment system integration, retry logic, opt-outs and recordings, and to maintain them as rules change.

Coldi runs it as a managed service instead. Your team approves the scripts and shares access to account data. Coldi builds the flow, runs the calls, reviews recordings and hands escalations to your collectors. A pilot on one segment goes live in 3 to 5 business days once the contract and intake form are complete.