Financial services and insurance ranking

Best AI to collect overdue payments in financial services and insurance

Call customers or account holders to recover overdue balances or arrange payment. We reviewed 16 products from 16 companies on a 100-point evidence score. These 10 earned a place.

Updated Oct 20, 202616 products reviewed16 companies

Market noteScores reflect documented task fit, adoption evidence, product detail, pricing and market fit. Vendor claims remain unverified unless independently corroborated. Missing evidence indicates uncertainty, not poor product quality.

1
AgentCollect
Documents delinquent-account imports from banking systems, policy-bounded borrower calls, payment arrangements and recorded outcomes. Integration details and explicit legal-action limits support implementation evidence; the attributable Microsoft case supports actual use, not independently verified results.
Best for financial institutions seeking branded overdue-account calls, payment-plan negotiation and auditable follow-upCustom pricing
Task fit
40/40
Adoption
10/20
Evidence
15/15
Pricing
8/15
Market fit
10/10
2
CollectWise
Explicitly supports inbound and outbound collection calls, account prioritization, repayment negotiation and documented outcomes within customer SOPs. A named customer describes actual payment collection and inbound communications. Connected-talk-time billing establishes the pricing model, but not rates.
Best for creditors and collection teams automating overdue-account calls, payment negotiation and multichannel follow-up
Task fit
40/40
Adoption
10/20
Evidence
11/15
Pricing
8/15
Market fit
10/10
3
Veritus AI Agents
by Veritus
Supports inbound and outbound collections using borrower context, payment negotiation, cross-channel follow-up and recorded outcomes. AWA and Second Alliance provide attributable evidence of actual collections use.
Best for consumer lenders and collection agencies arranging settlements and repayment plans through AI callsCustom pricing
Task fit
40/40
Adoption
10/20
Evidence
11/15
Pricing
8/15
Market fit
10/10
4
Sequin AI (Mary)
by Sequin AI
Mary uses borrower context and approved scripts to conduct overdue-account calls, arrange repayment, hand off payment links, and document outcomes. Policy escalation, human transfers, and flat-file pilot onboarding establish workflow boundaries and implementation details. Adoption evidence is limited to vendor claims and company proxies.
Best for US consumer lenders and servicers seeking policy-bounded collections calls and repayment follow-up
Task fit
40/40
Adoption
5/20
Evidence
15/15
Pricing
8/15
Market fit
10/10
5
AI CSM
by Boom
The supplied workflow uses shared customer records to contact overdue accounts by voice, act on replies, arrange repayment and send payment links. Lenders and neobanks are explicitly targeted. Workflow details are concrete, but operating limits and customer outcomes remain unestablished.
Best for lenders and neobanks seeking outbound voice collections with multichannel follow-up and payment linksFrom $350/month
Task fit
40/40
Adoption
5/20
Evidence
11/15
Pricing
11/15
Market fit
10/10
6
AI Outbound Voice Agents
by AviaryAI
Documented workflow takes campaign lists, verifies account holders, discusses overdue payments, accepts payments and records promises in core systems. Integration details and staff escalation boundaries support implementation evidence. The attributable BCU case supports actual product adoption under the supplied contract, without verifying collections results.
Best for banks and credit unions automating early-collections calls and recording payment commitments
Task fit
40/40
Adoption
10/20
Evidence
15/15
Pricing
0/15
Market fit
10/10
7
Domu AI
Documents a complete collections workflow using customer policies, identity verification, approved negotiation and payment processing, with retained records and explicit escalation boundaries. Processor integration supports implementation evidence. Named Banco BV and DigniFi cases support attributable adoption under the supplied evidence contract.
Best for financial institutions needing policy-controlled collections calls, payment processing and human escalation
Task fit
40/40
Adoption
10/20
Evidence
15/15
Pricing
0/15
Market fit
10/10
8
Taylor
by Salient
Taylor uses account and cross-channel context for inbound and outbound collections, negotiates repayment, and captures promises to pay. The attributable American Credit Acceptance case supports actual collections deployment under the supplied evidence contract. Public demo and sales access are documented.
Best for consumer lenders automating overdue-account calls, repayment negotiation, and documented payment commitments
Task fit
40/40
Adoption
10/20
Evidence
11/15
Pricing
4/15
Market fit
10/10
9
Bircle
Bircle describes contacting overdue accounts by voice, using CRM context and configured playbooks to negotiate payment plans, send payment links, capture agreements and escalate exceptions. Financial-services targeting is explicit; adoption evidence is limited to a public-following proxy.
Best for banks and fintechs seeking voice-led collections with repayment negotiation and human exception handling
Task fit
40/40
Adoption
5/20
Evidence
11/15
Pricing
8/15
Market fit
10/10
10
Collections
by Dialogus
Calls past-due portfolios, verifies identity, negotiates within policy and records payment amounts and dates. Calling restrictions, reviewable outcomes and enterprise-system connections support workflow completeness. Reported portfolio use provides only limited adoption evidence.
Best for banks seeking policy-controlled overdue-account calls and structured repayment promises
Task fit
40/40
Adoption
5/20
Evidence
15/15
Pricing
0/15
Market fit
10/10

We reviewed 16 candidate products from 16 companies and published 10 positions. Totals include duplicate company entries and products removed during task, market and evidence review. Each company holds at most one position.