Analytics
Articles on analytics, measurement, and data-driven decision-making. Explore practical frameworks, metrics, and insights that help organizations turn information into clearer business action.
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Managing a Loan Portfolio with Great Analytical Tools
Learn how advanced analytics and automation can improve consumer loan portfolio reporting, cash flow forecasting, risk management, and strategic decision-making. Continue reading
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Recurring revenue modeling can be tricky, using cancellation curves can improve precision and results
Learn how cohort-based recurring revenue models and cancellation curves improve SaaS forecasts, retention insight, and operational planning precision. Continue reading
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Key considerations for SaaS (or any recurring revenue) financial models
Explore the core components of a SaaS financial model, including MRR, ARR, churn, CAC, LTV, cost projections, cash flow, and break-even planning. Continue reading
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Unlocking Value Creation: The Power of Lifetime Customer Value in Operational Execution
Learn how Lifetime Customer Value (LCV) connects customer economics to enterprise value and helps operators align acquisition costs, margins, and growth decisions. Continue reading
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Elevating Data Science with Operations Research Expertise
See how operations research complements data science with prescriptive analytics, optimization, and practical decision-making for complex business constraints. Continue reading
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How We Replaced an Implementation of Workday Adaptive Enterprise Planning Management with Microsoft’s PowerBI Tailored for FP&A Reporting
Learn how a finance team replaced a difficult Workday Adaptive Planning rollout with Power BI reporting tailored to FP&A, Excel forecasts, and accounting data. Continue reading
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Unlocking Consumer Loan Pricing: A Deep Dive into Survival Regression Algorithms
Discover how survival regression models can support dynamic consumer loan pricing by estimating payment-level default risk and probability-adjusted cash flows. Continue reading