How to design a visual workflow automation platform specifically for AI-driven financial risk decisioning?
It is mostly about transparency, auditability, and human-in-the-loop control. Architecture Visual Canvas: Drag-and-drop workflow builder where each node represents a decision logic block—data ingestion, risk scoring, policy rules, and escalation actions. Unlike generic automation tools, this would be payments/fintech-specific: nodes for fraud scoring, chargeback prediction, decline recovery, network tokenization routing, etc. Decision Context Panel: A…
A2A payments overview and the challenge of displacing cards
A2A payments are becoming permanent infrastructure — but displacing cards is harder than it looks. This week, The Paypers published a full industry expert series on account-to-account payments. The verdict from leading payments executives: A2A is no longer a fintech experiment. But replacing cards at scale requires more than cheaper rails. Here is what some…
Fraud Declines vs. No-Fraud Declines
The most expensive problem in payments isn’t fraud. It’s the fraud that never happened. False declines — legitimate transactions blocked by overly aggressive fraud rules — cost U.S. merchants more than actual card fraud does. The numbers have been consistent for years: for every $1 lost to fraud, roughly $13 is lost to false declines….
What is VAMP?
What is VAMP? VAMP is a Visa program that penalizes both acquirers and merchants for failing to meet certain thresholds related to disputed transactions. It replaces Visa’s former monitoring programs – VDMP and VFMP – and combines them into one rate that monitors fraud and chargebacks for acquirers and merchants. How VAMP works VAMP is…
Supervised vs. Unsupervised Anomaly Detection in Fintech and Payment Processing
In the fast-evolving world of Fintech and payment processing, staying ahead of fraud, operational risks, and system failures is not just a priority — it’s a necessity. As financial transactions grow in volume and complexity, anomaly detection becomes a critical tool to ensure security, compliance, and trust. Two primary approaches dominate this space: supervised anomaly…
What is chargeback ? Chargeback history ? Why chargeback and how to prevent it chargeback ?
Chargeback is a term used in the payment industry to describe the process of reversing a credit card transaction, typically initiated by the cardholder through their issuing bank. Chargebacks can occur for a variety of reasons, including fraud, product or service disputes, or billing errors. In a chargeback transaction, the funds from the disputed transaction…