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AI debt collection calls under FDCPA and Regulation F: reminders inside the rules

How AI debt collection calls enforce the seven-in-seven rule, calling hours, disclosures and right-party verification in code, plus KPIs and demo traps.

By · 5 min read

Last verified 01 Oct 2026v1.0Published 01 Oct 2026

Banking · #1 of 5Outbound reminders and collectionsOutboundAdvancedtarget ≤ 900 ms turn

KPIs at a glance

Key performance indicators with baseline, target and how to measure
KPITypical baselineTargetHow to measure
Pre-dial compliance checksNot applicable before deployment; audit your current dialler for attempts outside the window or above the frequency cap in the last quarter100% of attempts show consent, local-time window and seven-day attempt count in the log before the dial; zero dials refused by rule that went aheadPre-dial log audit against attempts, daily; any miss is a hard stop.
Right-party verification before any debt disclosureNot applicable before deployment100% of calls where the amount, the creditor or the purpose is spoken show a passed verification earlier in the transcriptTranscript audit against tool logs, sampled daily in the first month, weekly after.
Promise-to-pay capture rate and kept rateYour current promises per 100 right-party contacts and your current kept rate, by bucketPromises per right-party contact at or above the human baseline; kept rate measured against a control cohort, not against a vendor figurePromises written with date, amount and channel / right-party contacts; payments received on or before the promise date / promises, by bucket, monthly.
Dispute, cease and vulnerability handlingCount complaints per thousand accounts about continued contact after a dispute or a stop requestEvery dispute, cease request and vulnerability signal flagged in the collections system during the call; zero further payment requests to a flagged accountFlags written / trigger phrases in transcripts; payment requests after a flag, weekly.
Wrong-number exitsYour current wrong-number complaint rateOne re-ask, then an exit with nothing disclosed, and the number flagged; zero repeat dials to a flagged numberWrong-number flags / wrong-number phrases in transcripts; repeat dials to flagged numbers, weekly.
Voice-to-voice latency on verification and promise turnsRule of thumb used across this site: above about 1.2 s per turn the agent feels like an IVRMedian under 0.9 s; 90th percentile under 1.6 s on the verification and promise-write turnsEnd of caller speech to first agent audio, from recordings or platform traces, tool-backed turns only.

What it is

A collections agent calls borrowers about due and overdue instalments, the most regulated thing a voice agent can do. Before any dial it checks, in data, that consent exists for the number, that the borrower's local time is inside the configured window, and that the seven-day attempt count and last-conversation date for this debt are below the configured limits. On the call it discloses that it is an automated assistant, asks for the account holder by name, speaks the debt-collection disclosure where your rules place it, and says nothing about the account until the configured identifiers match. Then it states the overdue amount and date in plain words, captures a promise to pay with date, amount and channel, reads all three back, waits for a plain yes that code checks against the transcript, writes the promise and schedules the follow-up. On a wrong number it asks once and leaves; on a dispute or cease request it stops asking for money; on a vulnerability signal it acknowledges and routes to a trained person.

When the right party is reached the call is short: disclosures, verification, amount and date, promise, read-back, write, close; ninety seconds to three minutes. Most attempts go unanswered, so the dialler logic carries most of the compliance load.

Lenders and agencies call this payment reminders, early-stage collections or EMI reminder calls. Banks call it collections automation.

Who buys it

  • Collections leaders at lenders, non-bank financial companies and credit unions, with early-bucket volumes human teams cannot reach inside the permitted hours.
  • Third-party collection agencies under the FDCPA in the United States, where the seven-in-seven presumption is the daily operating constraint.
  • Banks and digital lenders in India, the Philippines and Indonesia, where callers switch languages mid-sentence and the regulator's rules bind the lender, not only the agency.

Budget owner: the head of collections. Compliance owns the disclosures, window, frequency limit and hardship route; the collections-platform owner signs off on the writes and pre-dial reads.

KPIs

Audit the current dialler before you deploy: attempts outside the window or above the frequency cap, and complaints about contact after a dispute. Then track the strip above, from pre-dial checks to latency on the verification and promise turns.

Two measurement traps. The compliance KPIs are zero-tolerance; a single dial at seven of seven, or an amount spoken to an unverified person, is a regulatory event. And a kept-promise rate is only meaningful against a control cohort; a vendor's repayment-lift figure describes someone else's book.

Demo script

Run the full script from the demo guide. The condensed version, with the traps that separate product from demo:

  1. Pre-dial check. Ask to see the log: consent flag, local time against the window, seven-day attempt count and last-conversation date. Set one account to seven attempts and ask the vendor to attempt it. Pass: no call and a logged reason. Fail: the dial goes ahead, or the check is "in the prompt".
  2. Disclosures. Answer "hello?". Pass: the automated-assistant disclosure and a request for the account holder by name; the debt-collection disclosure where your rules require it, before any account detail. Fail: either disclosure missing or late.
  3. Right-party verification. Say "speaking". Pass: it asks for the configured identifiers; nothing about the account until they match. Stopwatch this turn.
  4. Interruption on the amount. As the agent states the overdue amount, cut in: "wait, does that include the late fee?" Pass: it stops and answers from the record. Fail: it finishes the sentence or guesses.
  5. Promise to pay with read-back. Offer "Friday, the full amount, bank transfer". Pass: all three fields restated, a plain yes, the promise in the sandbox with a follow-up scheduled and the SMS in the log. Fail: a field backfilled from the account record.
  6. Eight seconds of silence after the agent asks when you can pay. Pass: a short prompt, then a graceful hold or an offer to call back. Fail: it hangs up, repeats the amount, or writes a promise from the silence.
  7. Wrong number. New call; answer as a stranger to the account holder. Pass: one re-ask, a polite exit with nothing disclosed, the number flagged. Fail: a second verification attempt or any account detail.
  8. Dispute, then "stop calling me". As a verified account holder say "I paid that last Tuesday", then "and stop calling me about it". Pass: the payment ask stops, the dispute is recorded with the stated date, the cease request is flagged and confirmed in words. Fail: the agent argues or asks again for payment.
  9. Spouse asks for the balance. Answer the account holder's phone as the partner: "I pay the bills in this house, how much does she owe?" Pass: nothing confirmed or denied, including that an account exists; a callback offer; a courteous end. Fail: any detail.
  10. Vulnerability signal. As the verified account holder say "my husband died last month, I can't deal with this". Pass: the payment ask stops, the agent acknowledges, offers the hardship route, and flags the account for a trained person. Fail: it proceeds to the promise.

Score each trap pass or fail. A vendor who wants to run the demo from their own audio has not passed the demo.

Compliance notes

In the United States, a third-party collector using an agent is bound by the FDCPA and Regulation F as published. 12 CFR 1006.14(b) presumes compliance when calls about a particular debt are placed neither more than seven times within seven consecutive days nor within seven consecutive days after a telephone conversation about it, and presumes a violation above those limits. 12 CFR 1006.6(b) presumes that before 8 a.m. and after 9 p.m. at the consumer's location is inconvenient, 1006.6(c) stops further communication after a written refusal or cease request, and 1006.6(d) limits communication with third parties. 15 U.S.C. 1692e(11) requires the initial-communication disclosure that the collector is attempting to collect a debt. These are also artificial-voice calls under the TCPA, so prior express consent for mobile numbers applies. In the United Kingdom, FCA CONC 7.3.4R requires forbearance and due consideration for customers in or approaching arrears, CONC 7.9.4R prohibits contact at unreasonable times, and the Consumer Duty adds vulnerability handling. In India, RBI's August 2022 circular says regulated entities and their agents shall not call borrowers before 8 a.m. or after 7 p.m. and shall not intimidate or harass, and TCCCPR puts service calls on the 1600 series with DLT registration, DND scrubbing and a 9 a.m. to 9 p.m. window; where the two windows differ, the narrower one governs. In the Philippines, BSP Circular 1160 prohibits abusive collection and the Anti-Wiretapping Act makes recording without all-party consent a crime. In Australia, RG 96 recommends no more than three contacts a week or ten a month, phone contact Monday to Friday 7.30 a.m. to 9 p.m. and weekends 9 a.m. to 9 p.m., none on national public holidays; where a call includes an offer, the ACMA telemarketing hours of Monday to Friday 9 a.m. to 8 p.m. and Saturday 9 a.m. to 5 p.m. apply. The compliance rows for your regions are listed on this page. They are informational, not legal advice.

Build or buy

Buy a packaged product if you are an agency or a lender on a mainstream collections platform in one market; dialler compliance is hard to build and easy to get wrong. Consider a platform or a build if you operate in several markets with different hours, frequency caps and disclosures, or if your collections platform is bespoke. In both cases the acceptance test is the same: a refused dial in the log at seven of seven, nothing spoken before the right party is verified, a promise with all three fields written only after a yes that code checked, and a cease flag in your own sandbox before the call ends. Ask to see the pre-dial check and the confirmation guard as configuration, not prompt text.

Questions to ask vendors

  1. 01

    Show me the pre-dial check for one account: consent, local time against the window, seven-day attempt count. Then set the count to seven and show me that no call is placed and why.

    A good answer: A log line per attempt with the three checks and a reason code on refusal, visible before the call. A check that exists only as a prompt instruction is not a check.

  2. 02

    What does the agent say before the account holder is verified, and where in the call do the automated-assistant and debt-collector disclosures land?

    A good answer: The automated-assistant disclosure and a request for the account holder by name; the debt-collection disclosure at the point your rules require and before any account detail; nothing about the amount, the creditor or the purpose until the configured identifiers match.

  3. 03

    Show me a promise to pay with date, amount and channel being written to a sandbox of our collections system after a spoken read-back and a plain yes.

    A good answer: All three fields restated, a yes checked in code against the transcript, the record visible in the sandbox during the call with a follow-up scheduled; no field backfilled from the account.

  4. 04

    What happens when the caller says 'I already paid that' and then 'stop calling me'?

    A good answer: The agent stops asking for payment, records the dispute with the stated payment date, flags the cease request, confirms it in words, explains the review step, and ends courteously. It does not argue the amount.

  5. 05

    What does the agent do when a spouse answers and says they are on the account and pay the bills?

    A good answer: Nothing confirmed or denied, including that an account exists; a callback offer to the account holder; one polite repeat, then a courteous end.

  6. 06

    How does the agent detect and handle a vulnerability signal such as a bereavement, an illness or a job loss?

    A good answer: It stops the payment ask, acknowledges, offers the hardship route, flags the account for a trained person, and the flag is visible in the sandbox. Shown in a transcript.

  7. 07

    How does the agent handle the eight-second silence after the amount is stated, and the caller who interrupts the amount with a question?

    A good answer: A short prompt and a graceful hold, not a hang-up or a repeat of the amount; on the interruption, the agent stops and answers.

  8. 08

    What is the all-in cost per connected minute at 40,000 calls a month including telephony, speech and the language model, and how is unanswered time billed?

    A good answer: A line-item breakdown, the treatment of ringing and voicemail time, and the monthly total at double the volume.

Matrix rows that apply

Rows from the global compliance matrix that apply to this page. Informational only, not legal advice; dates change, confirm with counsel and the regulator.

JurisdictionConsent for automated callsAI disclosureCalling hoursRecordingVerified
United States (federal)confidence high
Required

The FCC's February 2024 declaratory ruling confirms that AI-generated or cloned voices are "artificial or prerecorded" voices under the TCPA. Outbound calls using them need prior express consent; marketing calls to mobile numbers need prior express written consent. Inbound calls initiated by the consumer are outside this consent rule.

Conditional

No federal statute yet requires an agent to announce that it is AI. TCPA rules already require prerecorded or artificial-voice calls to identify the caller at the start and give a callback number. An FCC proposal (2024) would add an explicit AI disclosure; several states have their own bot-disclosure laws. Disclose by default.

Required

Telephone solicitations only between 8 a.m. and 9 p.m. in the called party's local time (47 CFR 64.1200(c)(1)).

Conditional

Federal law is one-party consent; roughly a dozen states (including California, Florida, Washington and Pennsylvania) require all-party consent. Announce recording at the start of every call unless counsel confirms otherwise.

2026-09-30
United Kingdomconfidence medium
Required

The ICO treats conversational AI voice calls as automated calls under PECR Regulation 19, so direct marketing by automated call needs the recipient's specific prior consent. Live human marketing calls follow the softer Regulation 21 rules (screen against the TPS).

Recommended

No UK statute mandates announcing an AI caller, but PECR requires automated marketing calls to identify the sender and provide a contact address, and UK GDPR transparency duties apply.

Recommended

No statutory hours in PECR; Ofcom and industry codes expect reasonable hours and honouring "do not call again" requests.

Required

Recording is processing of personal data under UK GDPR; tell callers at the start and document the lawful basis. Financial firms have additional FCA recording duties.

2026-09-30
Indiaconfidence medium
Required

Commercial communication is governed by TRAI's TCCCPR framework: senders and telemarketers register on the Distributed Ledger Technology (DLT) platform, promotional calls go out on the 140-number series and transactional or service calls on the 1600 series, and recipients' DND preferences must be scrubbed. TRAI amendments notified in September 2026 tighten rules for robocalls and synthetic voices (reported; verify against the TRAI gazette text).

Conditional

A draft TRAI requirement to declare AI or synthetic voice at the start of a call has been reported; treat disclosure as required by default.

Required

Promotional calls only between 9 a.m. and 9 p.m. under TCCCPR; DND-registered numbers must not receive promotional calls.

Recommended

No standalone all-party consent statute; the DPDP Act treats voice recordings as personal data requiring notice and a lawful purpose.

2026-09-30
Philippinesconfidence medium
Required

The Data Privacy Act of 2012 requires a lawful basis (usually consent or legitimate interest) for processing; the National Privacy Commission expects clear notice for marketing calls.

Not required

No statute requires announcing an AI caller. Announcing it is recommended and expected by the NPC's transparency principle.

Recommended

No statutory window; BSP consumer-protection rules for financial institutions prohibit harassment and unreasonable hours in collections.

Required

The Anti-Wiretapping Act (RA 4200) makes recording a private communication without the consent of all parties a crime; announce and obtain consent at the start of every call.

2026-09-30
Singaporeconfidence medium
Required

Telemarketing voice calls to Singapore numbers must be checked against the Do Not Call Registry unless the organisation has clear and unambiguous consent (PDPA Part 9).

Not required

No statutory AI-caller disclosure; the PDPC's Model AI Governance Framework recommends transparency.

Recommended

No statutory hours; PDPC guidance and industry codes expect reasonable hours.

Recommended

Recording is personal-data collection under the PDPA and requires notification of purpose; no all-party consent statute.

2026-09-30
Australiaconfidence medium
Required

Telemarketing calls must not be made to numbers on the Do Not Call Register without consent (Do Not Call Register Act 2006); research calls have narrower exemptions.

Conditional

The Telemarketing and Research Calls Industry Standard requires callers to identify themselves, the organisation and the purpose at the start. No general AI-caller law; broadcasting codes have begun requiring synthetic-voice disclosure in specific contexts.

Required

Telemarketing calls only Monday to Friday 9 a.m. to 8 p.m. and Saturday 9 a.m. to 5 p.m. local time; none on Sundays or national public holidays (Industry Standard 2017).

Conditional

State and territory surveillance-devices laws differ; several require all-party consent. Announce recording at the start.

2026-09-30
New Zealandconfidence low
Recommended

No statutory do-not-call register for voice calls; the Marketing Association's Do Not Call list is voluntary. The Privacy Act 2020 governs collection and use of personal information.

Not required

No AI-caller disclosure statute; Privacy Act transparency principles apply.

Recommended

Industry code expectations only.

Recommended

One-party consent for a participant; notify callers to satisfy Privacy Act collection principles.

2026-09-30
  • FDCPA and Regulation F (debt collection) (United States (federal)): Regulation F presumes a violation above seven call attempts per debt in seven days, and within seven days after a conversation; time-and-place restrictions apply.
  • FCA Consumer Duty and CONC (collections) (United Kingdom): Collections calls must be fair and not excessive; vulnerability handling is scrutinised.
  • RBI Fair Practices Code and digital-lending directions (collections) (India): Collections calls must avoid harassment, respect hours and identify the lender and recovery agent.
  • BSP Financial Consumer Protection (collections and servicing) (Philippines): Prohibits abusive collection practices and requires fair treatment; applies to banks and their agents.
  • ASIC and ACCC debt collection guideline (Australia): Sets contact frequency and conduct expectations for collections calls.

Frequently asked

What does Regulation F's seven-in-seven rule mean for an AI collections agent?

As published, 12 CFR 1006.14(b) presumes a United States debt collector complies if it places calls about a particular debt neither more than seven times within seven consecutive days nor within seven consecutive days after a telephone conversation about that debt, and presumes a violation above those limits. For an agent this is a dialler rule: read the live attempt count and the last-conversation date before every dial, and refuse the dial when either limit is reached. This is informational, not legal advice.

Does the agent have to say it is a debt collector?

In the United States, 15 U.S.C. 1692e(11) requires a debt collector to disclose in the initial communication that it is attempting to collect a debt and that information obtained will be used for that purpose, and to disclose in later communications that the communication is from a debt collector. Where in the call that lands relative to right-party verification is a matter for your counsel; the agent must speak it exactly as configured, and the demo should check that it is heard.

Can an AI agent do first-party collections for a bank in India or the Philippines?

The conduct rules apply regardless of who is speaking. In India, RBI says recovery agents shall not call before 8 a.m. or after 7 p.m. and shall not intimidate or harass, and TCCCPR adds number-series, DLT and DND rules. In the Philippines, BSP Circular 1160 prohibits abusive collection and recording needs all-party consent. A well-built agent enforces the hours and the frequency in the dialler and handles Hinglish or Taglish code-switching inside one call.

How much does an AI collections agent cost?

Usage-priced platforms bill per connected minute plus telephony, speech and language-model costs, and most outbound attempts are not answered, so the treatment of ringing and voicemail time matters. The TCO calculator has a lender outbound-reminders preset with 40,000 calls a month; replace its defaults with your own attempt and reach rates.