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Payments AI Architecture Strategy
Aug 4, 2025 By Navin Agrawal Payments 3 min read

Instant rails broke the treasury day

ACH cleared overnight, wires ran on business hours, and float was predictable. FedNow and RTP ended that. With 42 percent of RTP payments landing nights, weekends, and holidays, treasury teams are positioning cash by the hour - and the Fed discount window still keeps bankers' hours.

Payments Treasury management Real-time payments Liquidity
Jul 29, 2025 By Navin Agrawal AI systems 3 min read

Banks say AI catches the fraud. In production, the rules still do.

Nearly three-quarters of banks claim AI-powered fraud detection, but when a wire has to clear in under 100ms the model steps aside and deterministic rules make the call. The honest architecture is hybrid - and saying so is becoming a regulatory and legal requirement.

AI Fraud detection Banking technology Payments
Jul 23, 2025 By Navin Agrawal Payments 3 min read

Banking's authentication crisis: AI defeated the voiceprint

Sam Altman told a Fed conference that AI has defeated most of the ways people authenticate today - voiceprints especially, clonable from a few seconds of audio. The fix is not a better voice system; it is rebuilding authentication around device-bound cryptographic keys.

Payments Banking security Authentication Passkeys
Jul 15, 2025 By Navin Agrawal AI systems 3 min read

Payment APIs are having their USB-C moment with MCP

Most payment integrations still look like 2015 - custom code per platform, months-long builds. The Model Context Protocol turns MxN integrations into M+N, and payment platforms are starting to ship it. The promise is real; so are the enterprise security gaps.

AI MCP Payments API architecture
Jul 14, 2025 By Navin Agrawal Architecture 2 min read

Most banking cloud migrations fail for the same architectural reason

Teams treat cloud like a faster data center instead of a different computing model. Banking workloads are not web apps - and lift-and-shifting a mainframe to the cloud buys you cloud costs with mainframe complexity.

Architecture Cloud Banking technology Payments
Jul 7, 2025 By Navin Agrawal Payments 3 min read

APP fraud: real-time payments solved the wrong problem

Instant rails stripped out the friction that quietly prevented massive losses - and authorized push payment fraud walked straight through the gap. Once the money hits the rail it is gone, and multi-factor authentication cannot help when the victim authorizes the payment themselves.

Payments Fraud Real-time payments Risk
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