A 0% offer needs a full-lifecycle comparison

Compare revolving credit, card delinquencies, charge-offs and personal saving, each with its own reporting period.

Model performance is one part of automated lending. Evaluate completed funding, employee workload, customer communication and recurring contribution alongside the published adoption claims.

Cash-flow underwriting is already used in bank, CDFI, merchant and mortgage workflows. This expanded review maps adopters and motives, separates historical adoption statistics from live coverage, examines predictive and adverse evidence, and explains affordability, operational, economic and governance risks.

Affirm’s internal model illustrates how prediction changes checkout outcomes. Separate the experiment, the reported production deployment and value to merchants and borrowers.