Payment fraud has evolved into an industrialized ecosystem with purpose-built toolkits, Malware-as-a-Service offerings, and professionalized services. Key findings from Recorded Future's 2025 Annual Payment Fraud Intelligence Report include: the 'Sniffer by Fleras' e-skimmer kit accounted for 26% of all infections, likely compromising 23M+ transactions; scam merchant accounts grew 2.5x year-over-year to 3,600+; and Telegram-based card testing services validated 27M+ card records. The industrialization of fraud creates standardized, detectable patterns upstream of the actual fraudulent transaction. Traditional transaction monitoring is blind to these pre-monetization stages, making proactive intelligence-informed defenses increasingly necessary. Recorded Future's Payment Fraud Intelligence product claims 75% of compromised cards are identified before fraud occurs.