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The FINVIJ Blog

Thought leadership on credit risk, AI in lending, decision intelligence, and Indian financial technology — from practitioners who build it.

April 2027 Is Not an Accounting Deadline. It Is a Data Infrastructure Deadline.

The RBI's ECL mandate is not a provisioning change — it demands a continuous, auditable, model-driven view of credit risk across every loan. Most banks are less ready than they think.

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The CRO's Blind Spot

Unsecured loans now contribute 76% of private-bank slippages — not because of bad credit judgement, but because the signals that would have said no never reach the underwriting engine.

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How Long Does It Take Your Team to Answer a Portfolio Question?

If a board-level question takes two days, you are not behind on technology — your business rules live in people's heads. AI changes the architecture, not just the speed.

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Before AI, There Is Agreement

Ask three teams for the formula behind collection efficiency and you'll get three documents. Why Knowledge Graphs force institutions to encode what they know — before any AI project can succeed.

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