Accounts Receivable Metrics: Turnover, DSO, CEI and Net Value
Accounts receivable turnover, days sales outstanding (DSO), and the Collection Effectiveness Index (CEI) describe different parts of the order…
Topic hub · 15 subjects · 159 articles
Industry, Data & Technology
Market intelligence, recovery analytics, industry reporting, software developments, and artificial intelligence in modern receivables management.
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ARM Industry Insidearm RMAi ai llms Marketplace ACA International data integrity score apex protocol ai llms auditing AI hallucinations finance cannabis invoicing software
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Subject
ARM Industry
ACA International: Advocacy, Certification, and Compliance Context
ACA International is a trade association that offers accounts receivable management advocacy, education, and resources. This guide explains it…
e-OSCAR, Metro 2, and FCRA Dispute Review
Credit-reporting disputes require evidence-based review, not a response code or a generic match rule. This guide separates e-OSCAR and Metro 2…
Limited-Content Messages Under Regulation F: A Practical Guide
Regulation F’s limited-content-message definition lets an FDCPA debt collector leave a narrowly structured voicemail for a consumer without tu…
Subject
Insidearm
Accounts Receivable Securitization: Structure, Risks, and Compliance
Accounts receivable securitization is a structured-finance approach that uses a defined pool of receivables and the cash they generate to supp…
Ransomware Incident Response for Debt Buyers and Collection Agencies
Ransomware can interrupt access to consumer records, collection systems, and portfolio documentation. This U.S.-focused guide explains contain…
Analytical Procedures for Accounts Receivable Valuation
Substantive analytical procedures compare accounts receivable and revenue data with independently developed expectations to focus audit work.…
Accounts Receivable Turnover Ratio: Formula, DSO, and Interpretation
The accounts receivable turnover ratio estimates how often a business collects its average receivables during a period. Used alongside the ave…
Subject
RMAi
RMAI CRB Certification: Requirements, Value, and Limits
RMAI’s Certified Receivables Business designation is a private industry certification that can demonstrate a structured approach to receivable…
Distressed Debt Investing: A Practical Guide to Buying Receivables
Buying distressed receivables can create a claim to future payments, but it is an operating-intensive business rather than a passive yield pro…
Accounts Receivable Outlook: Trends Affecting Recovery
Accounts receivable recovery is shaped by credit conditions, the quality of the payment and dispute process, and the controls around automated…
RMAI Business Certification for Debt Buyers: Scope and Limits
RMAI's Certified Receivables Business designation is an industry certification for debt buying companies, not a government license or a determ…
Subject
ai llms
Integrating AI Into Debt Collection: A Practical Governance Guide
AI can help collection and accounts-receivable teams sort work, draft supervised communications, and detect process exceptions, but it should…
AI in Debt Collection: A Practical Compliance Control Framework
Generative AI can support narrow debt-collection tasks, but it should not be permitted to invent account facts, make unapproved commitments, o…
AI in Debt Collection: Practical Uses, Limits, and Compliance
Artificial intelligence can help collection teams organize account information, prioritize work, support quality review, and offer carefully d…
Subject
Marketplace
Debt Broker vs. Marketplace for Selling Receivables
A debt broker and a marketplace are different ways to organize a receivables sale, not interchangeable guarantees of price, confidentiality, o…
RMAI Certification and Due Diligence for Debt Buyers
RMAI certification can be a useful operational due-diligence signal when evaluating debt buyers, sellers, brokers, and service providers. It d…
How to Evaluate a Sale of Charged-Off Receivables
An effective sale of charged-off receivables depends on more than price. This guide explains how sellers can assess portfolio eligibility, acc…
Subject
ACA International
ACA International: Advocacy, Certification, and Compliance Context
ACA International is a trade association that offers accounts receivable management advocacy, education, and resources. This guide explains it…
Mapping the Accounts Receivable Ecosystem
The accounts receivable ecosystem connects creditors, account owners, collection providers, consumers, regulators, courts, and data partners.…
Subject
data integrity score
Collection Agency Data: Value, Risk, and Responsible Use
Collection-agency records can support better operations, compliance oversight, and carefully designed analytics, but they are not automaticall…
Data Governance and Predictive Analytics in Receivables Management
Receivables data can help organizations review portfolios, prioritize operational work, and identify records that need attention. It is useful…
Subject
apex protocol ai llms
AI in Debt Collection: Practical Uses, Limits, and Compliance
Artificial intelligence can help collection teams organize account information, prioritize work, support quality review, and offer carefully d…
Human Review of AI-Assisted Debt Collection Workflows
AI can help teams draft communications, summarize account data, and route routine work, but it should not be treated as an independent decisio…
Subject
cannabis invoicing software
Managing Accounts Receivable in the Cannabis Industry
Cannabis accounts receivable requires disciplined credit, payment, and cash-control processes because access to financial services can vary an…