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Data Drift

The Hidden Performance Tax: How Data Drift Silently Degrades ML Models

At 3 AM on a Tuesday, the customer service team at a Nigerian fintech company received an unusual surge of complaints. Their loan approval system had denied applications from creditworthy customers while approving risky borrowers. The AI model powering their credit decisions had been working without a hitch for eighteen months. What changed? Nothing obvious. The system appeared…

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