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Payments AI Architecture Strategy
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
Jul 2, 2025 By Navin Agrawal Architecture 2 min read

Tokenized money is a 2025 architecture problem, not a 2030 one

The BIS just blueprinted a tokenized unified ledger and JPMorgan put a deposit token on a public chain - in the same week. The hard part for banks was never the blockchain. It is retrofitting core banking to carry programmable money without a big-bang migration.

Architecture Tokenized deposits Payments Blockchain
Jun 25, 2025 By Navin Agrawal Architecture 3 min read

Cross-platform integration: the patterns that actually hold

Fiserv, Bottomline, and a core banking system each work fine alone. Wiring them into one payment chain is where projects go to die - and the difference between the ones that survive and the ones that become expensive lessons is a handful of boring resilience patterns.

Architecture System integration Payments Resilience
Jun 23, 2025 By Navin Agrawal Payments 3 min read

Instant rails: the reality behind the marketing

RTP cleared $246 billion in 2024 and the headlines said instant payments had arrived. The average transaction sizes tell a quieter story - this is high-value institutional money on a faster rail, not the consumer revolution that was promised.

Payments RTP FedNow Instant payments
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