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Humans-in-the-loop forecasting: integrating data science and business planning

The Unofficial Google Data Science Blog

ln this post he describes where and how having “humans in the loop” in forecasting makes sense, and reflects on past failures and successes that have led him to this perspective. Our team does a lot of forecasting. It also owns Google’s internal time series forecasting platform described in an earlier blog post.

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A Framework for the New FP&A Department

Jedox

To drive the right strategic choices across the value chain, FP&A must look more at leading indicators and business drivers rather than historical numbers. The classical tasks of budgeting, forecasting and planning will remain, but a lot of it will be done by algorithms which are much more accurate at forecasting than humans.

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What Are The Forecasting Best Practices Of Transformation Leaders?

Jet Global

Forecasting business performance has never been so challenging. . Yet, even in these extreme circumstances, there are organisations that forecast much more dependably than their contemporaries. . They are also three times more likely to be able to forecast out further than 12 months. .

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Three Benefits of Driver-Based Budgeting

Jet Global

Identifying Key Business Drivers. The DBB process begins with identifying the variables that have the greatest impact on overall business performance. DBB builds a budget based on key business objectives, baseline assumptions about external drivers, and a results-driven approach to internal business drivers.

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Five Types of Budgets: Which One is Right for You

Jet Global

DBB builds a budget based on key business objectives, baseline assumptions about external drivers, and a results-driven approach to internal business drivers. For example, consider a ski resort business in which early-season and late-season business are especially dependent on weather conditions.

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What Is Embedded Analytics?

Jet Global

Healthcare is forecasted for significant growth in the near future. Head of Sales Priorities Make quota Get an accurate forecast Beat the competition Expand market share Facilitate customer success Connect the Dots Remember that the sales team is on the front lines. Time: What features do you need now? Which features can wait?