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Insights on AI and the future of collections and receivables.

Research, data, and real results on AI-driven collections, for the teams deciding whether to build or buy.

Fintech collections capacity planning banner showing loan account work branching into AI-assisted follow-up and human review before reaching a verified payment outcome.
Fintech Collections Operations

How Should Fintech Lenders Plan Collections Capacity?

Loan growth adds accounts, but account count alone does not tell you how much collections work is coming. A useful capacity plan e…

Arpita MahatoNov 4, 20266 min
A fintech collections queue branching into routine outreach, payment servicing, and specialist review workflows.
U.S. Fintech Lending | Early-Stage Collections

How Can U.S. Fintech Lenders Triage Early-Stage Collections?

A U.S.-focused guide to fintech debt collection: learn how to triage early-stage accounts, separate routine follow-up from servici…

Arpita MahatoNov 3, 20268 min
Dental reception desk with an appointment calendar, telephone, and invoice tray beside purple voice and payment-link symbols.
DENTAL GROUP OPERATIONS

Should Dental Groups Move Collections Off the Front Desk?

Before hiring patient AR staff, assess which dental collection tasks need dedicated follow-up and which need billing expertise or …

Arpita MahatoOct 30, 202611 min
Invoices moving through customer procurement portals, with warning symbols at blocked steps and an approval checkmark before payment.
SAAS ACCOUNTS RECEIVABLE

Customer Procurement Portals: Fix SaaS AR Before Hiring

Before adding AR staff, identify the procurement-portal blockers delaying SaaS invoices. Diagnose exceptions, measure workload, an…

Arpita MahatoOct 26, 20269 min
Insurance policyholder and advisor reviewing premium payment information and coverage servicing on a digital dashboard
INSURANCE PREMIUM RECOVERY

Why Insurance Policies Lapse Even When Customers Intend to Pay

Discover five reasons premiums go unpaid despite policyholder intent, with U.S. regulatory context, insurer servicing controls, an…

Arpita MahatoOct 20, 202610 min
GOVERNED AGENTIC COLLECTIONS

Your AI Collector Can Negotiate. Who Sets the Rules?

Who sets the rules when AI collectors negotiate? Explore Strategy Builder's policy controls, payment-plan limits, compliance guard…

Arpita MahatoOct 19, 20268 min
Illustration of an insurance finance team reviewing premium receivables, payments, reconciliation, and policy servicing dashboards.
INSURANCE REVENUE OPERATIONS

Insurance Receivables: The 2027 CFO Revenue Operations Guide

A CFO guide to insurance premium receivables in 2027: U.S. regulatory context, billing-to-cash handoffs, reconciliation KPIs, AI c…

Arpita MahatoOct 13, 20268 min
Credit Union Collections

How Credit Unions Can Reduce Delinquency Without Losing Member Trust

A practical credit union CFO playbook for measuring delinquency cures and member trust together, featuring LAFCU and SkyOne eviden…

Arpita MahatoOct 13, 20268 min
Illustrative insurance premium recovery dashboard connecting declined transactions, policy billing, customer support, and payment reconciliation.
Insurance Premium Recovery

How AI Agents Improve Insurance Payment Recovery Workflows

Learn how AI agents support insurance premium payment recovery, failed-payment resolution, reconciled cash, and governed policy se…

Arpita MahatoOct 13, 202610 min
Utility Payment Recovery

Why Utility Payment Arrangements Fail After Approval

Utility payment arrangements can fail after approval through missed installments, returned payments, outdated balances, or unresol…

Arpita MahatoOct 13, 202611 min
Text-free fintech analytics illustration with a laptop dashboard, mobile payment confirmation, connected AI workflows, and financial security icons.
Fintech Collections Software

AI Collections Software for Fintechs: Complete Evaluation Framework

Evaluate AI collections software for fintechs with a CFO-ready checklist covering loan servicing integrations, borrower experience…

Arpita MahatoOct 12, 202613 min
Agentic Payments

Agentic Payments Are Advancing. Recovery Is Not.

Agentic payments can complete transactions, but failed and overdue payments still need resolution. Explore how payment processing,…

Yogesh JeswaniOct 12, 202611 min