Enterprise Performance Management with AI: How CFOs and FP&A Teams Use Machine Learning to Forecast Faster, Allocate Capital Smarter, and Outperform the Market

Author:   Alice Schwartz ,  Hayden Van Der Post
Publisher:   Independently Published
ISBN:  

9798241228635


Pages:   488
Publication Date:   25 December 2025
Format:   Paperback
Availability:   Available To Order   Availability explained
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Enterprise Performance Management with AI: How CFOs and FP&A Teams Use Machine Learning to Forecast Faster, Allocate Capital Smarter, and Outperform the Market


Overview

Reactive PublishingEnterprise 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 forecasts Use machine learning to identify forecast bias, structural error, and regime shifts Run thousands of real-time scenarios instead of a handful of manual what-ifs Allocate capital dynamically based on probabilistic outcomes, not gut instinct Integrate AI into existing FP&A workflows without rebuilding the entire stack Shift finance from a reporting function to a strategic intelligence engine Unlike 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 markets FP&A leaders responsible for forecasting accuracy and credibility Finance professionals modernizing planning and performance systems Strategy, corporate development, and transformation teams Executives evaluating AI beyond vendor demos and dashboards If 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.

Full Product Details

Author:   Alice Schwartz ,  Hayden Van Der Post
Publisher:   Independently Published
Imprint:   Independently Published
Dimensions:   Width: 15.20cm , Height: 2.50cm , Length: 22.90cm
Weight:   0.644kg
ISBN:  

9798241228635


Pages:   488
Publication Date:   25 December 2025
Audience:   General/trade ,  General
Format:   Paperback
Publisher's Status:   Active
Availability:   Available To Order   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

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