In an effort to mitigate risk and improve their account opening process, a top 50 financial institution wanted to determine if they could predict which new accounts would result in a forced closure in the first 6 to 12 months.
Annual losses from account closures were almost $7 million. The losses were a result of accounts being overdrawn for extended periods of time, causing the institution to close

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