Fintel Analyticsdbt Source Schema Drift: Find It Before It Breaks Production
dbt's default on_schema_change='ignore' silently drops new source columns from incremental models. Here's how to detect and fix it before your dashboards lie to you.
Fintel Analytics blog
Data & AI Insights
Expert perspectives on data analytics, AI agents, internal tools, and business intelligence from the Fintel Analytics team.
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ML Model Monitoring for Startups: Stop Your Models Degrading in Production
ML models don't break loudly — they decay quietly, and by the time you notice, the damage is done. Here's how to build production monitoring that actually works.
Card Programme Analytics: Build Intelligence Into Your Issuing Stack
Most fintech card issuers are flying blind. They know their card is live — but they don't know why authorisation rates dropped, which spend categories drive interchange, or which cardholders are drifting to a competitor.