Financial Analysis
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4 Hours to a Board Deck: How CFOs Are Using AI to Transform Financial Presentations
For CFOs, the quarterly board presentation represents a significant operational and strategic challenge. Board meetings require clear communication of key metrics such as cash position, revenue growth, and major investments. The process, which commences usually a few weeks before the close of a quarter, is typically characterized by an intensive, multi-week effort. It involves coordinating… Continue reading
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Unlocking Consumer Loan Pricing: A Deep Dive into Survival Regression Algorithms
In the evolving landscape of consumer lending, fintech companies have revolutionized borrower experiences, introducing real-time approvals and swift fund transfers. While tree-based classification models like XGBoost currently dominate credit scoring, survival regression algorithms are an intriguing alternative. (Quick note: These survival algorithms extend beyond consumer credit to products with recurring payments, such as subscriptions or… Continue reading