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Fintech for Businesses
Playbooks and case studies covering fintech for businesses.
Shadow Mode Testing for AI Models Before You Cut Over
Shadow mode lets your new credit-scoring or fraud model see real production traffic without making any customer-facing decisions. Here's a runnable tutorial covering the wiring, the logging schema, the comparison metrics, and the failure modes offline evaluation will never show you.
Event Sourcing Explained: Why Your Audit Log Is Lying to You
Most fintech databases store only the latest state, which is why audit logs quietly lie when regulators ask what happened six months ago. Event sourcing fixes that by making the log the system itself — here's how it works and when it's worth the cost.
5 Mistakes Teams Make Automating GST Compliance with AI
Most GST automation failures are not model failures — they are boundary failures the vendor never warned you about. Here are the 5 mistakes finance teams keep making when they roll out AI for GST filing, and how to recover before the penalty window closes.