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

Variable recurring payments reset the subscription rail

Subscription billing has two bad options today - store the card or chase a manual approval every cycle. Variable recurring payments add a third: pre-authorized variable amounts with limits enforced by the rail. The UK is building it now, and the lesson for everyone else is about regulatory cycles, not technology.

Payments VRP Open banking Treasury management
Oct 27, 2025 By Navin Agrawal Payments 3 min read

Pay-by-bank's 3% savings hides a reconciliation bill

The CFO sees "save 3 percent on transactions" and the math looks obvious. Treasury sees continuous settlement at 3 AM and a reconciliation process built for batch. Before you switch to account-to-account, count the operating cost the savings slide leaves out.

Payments Pay by bank Treasury management Real-time payments
Aug 18, 2025 By Navin Agrawal Architecture 3 min read

Static payment routing could not handle the 2:47 AM wire

A $2.3M wire hit the system at 2:47 AM on a Friday, the rule saw "large wire" and chose Fedwire, and Fedwire does not run weekends. The transaction waited until Monday. The fix is not a faster rule - it is routing that understands business context.

Payments Payment architecture Treasury management Banking technology
Aug 13, 2025 By Navin Agrawal Payments 3 min read

Banks count fraud dollars and miss the exception bill

Every failed payment kicks off a chain of manual work that rarely shows up in a fraud dashboard. Across the top 15 US banks, dispute processing alone runs about $3 billion a year - and the wire flagged at $50K costs the same to investigate whether it is real or not.

Payments Payment operations Banking technology Treasury management
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
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