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ai & ml

RAG for Compliance Docs: What Actually Works

Most RAG pipelines are tuned for clean prose, but compliance documents have cross-references, nested definitions, and tables that break every default.

analysis

African Fintech: The Leapfrog

Africa's fintech leapfrogs are real where they follow market structure and overhyped where they import assumptions from somewhere else.

analysis

The OCC's AI Risk Tiers and What They Mean for Engineers

The OCC gave examiners a four-tier rubric for scoring AI in banks, and your architecture determines which tier you land in.

analysis

Visa Tested 22 AI Shopping Agents. The Payment Stack Wasn't Part of the Test.

Visa's benchmark scored whether agents buy the right thing, but 23% of runs bought the wrong thing, and the payment stack has no way to tell.

engineering

Reconciliation Is Where the Money Hides

Every fintech has a ledger and a bank account, and the numbers between them disagree more often than anyone admits.

engineering

Threat-Model a Fintech System, Not a Web App

OWASP catches injection and broken auth, but it won't catch the retry that donates twice from someone's bank account.

fintech

Fraud Detection 101

Your fraud model has 45 milliseconds, 99.99% legitimate transactions, and a customer who will leave if you get it wrong.

analysis

PayPal Wants Developers to Build on PYUSD

PYUSDx lets developers issue custom stablecoins backed by PayPal's dollar, and the real play is making PYUSD the reserve layer.

fintech

Cash Flow Infrastructure Is a Platform Decision

Cash flow starts as a product feature and becomes infrastructure the moment two systems need the same balance.

anatomy

Chime - Fraud Detection at Neobank Scale

Chime processes a million events per second through a serverless fraud pipeline that most engineers wouldn't recognize as a fraud system.

ai & ml

AML's Real Bottleneck Is the Narrative

Transaction monitoring generates the alerts, but the four-hour SAR narrative is where compliance teams actually lose their week.