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Enterprise Performance Management with AI [#1017160]
Enterprise Performance Management with AI: How CFOs and FP&A Teams Use Machine Learning to Forecast Faster, Allocate Capital Smarter, and Outperform the Market by Hayden Van Der Post, Alice Schwartz
English | December 25, 2025 | ISBN: N/A | ASIN: B0GCJ5CHJV | 517 pages | EPUB | 0.66 Mb
Reactive Publishing
Enterprise Performance Management is changing.
Static budgets, spreadsheet-heavy forecasting, and backward-looking variance analysis can no longer keep pace with modern volatility. Leading finance teams are moving beyond traditional EPM systems and adopting machine learning-driven decision frameworks that forecast faster, adapt continuously, and allocate capital with precision.
This book shows how CFOs and FP&A teams actually use AI in practice not as theory, not as vendor marketing, but as operational reality.
Written by Hayden Van Der Post, a finance professional and published author in advanced financial systems, this book breaks down how machine learning is being applied across the full EPM lifecycle, from forecasting and scenario modeling to capital allocation and executive decision-making.
You'll learn how modern finance organizations:Replace static annual budgets with rolling, AI-assisted forecastsUse machine learning to identify forecast bias, structural error, and regime shiftsRun thousands of real-time scenarios instead of a handful of manual what-ifsAllocate capital dynamically based on probabilistic outcomes, not gut instinctIntegrate AI into existing FP&A workflows without rebuilding the entire stackShift finance from a reporting function to a strategic intelligence engineUnlike surface-level AI books, this guide focuses on decision quality, not buzzwords. The emphasis is on how AI changes how finance thinks, how risk is framed, and how executives act under uncertainty.
This book is ideal for:CFOs navigating capital allocation in volatile marketsFP&A leaders responsible for forecasting accuracy and credibilityFinance professionals modernizing planning and performance systemsStrategy, corporate development, and transformation teamsExecutives evaluating AI beyond vendor demos and dashboardsIf you want to understand how AI is actually being used inside enterprise finance today and how it reshapes forecasting, planning, and performance management, this book provides a clear, grounded, and practical blueprint.
Enterprise Performance Management isn't being automated.
It's being re-engineered.
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