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Machine Learning Revenue Forecasting - Microsoft Case Study
Machine Learning Revenue Forecasting - Microsoft Case Study
August 3, 2022
FP&A Tags:
AI/ML FP&A, Forecasting Quality, FP&A Case Studies

In this uncertain environment, FP&A professionals need to reconsider their approaches to forecasting and revenue management. It is very important to incorporate Machine Learning into these finance processes.

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FP&A Trends Survey 2022: How Technology Advances FP&A to the Role of Strategic Advisor
FP&A Trends Survey 2022
July 25, 2022
FP&A Tags:
Financial Planning and Analysis, FP&A Strategic Planning, Data-Driven FP&A, Forecasting Quality, FP&A Scenario Planning, FP&A Technology, Zero-Based Budgeting (ZBB), Cash Planning, Extended Planning & Analysis (xP&A), AI/ML FP&A, Agile FP&A

This paper covers the findings of our sixth annual FP&A Trends Survey, where we share the trends and challenges facing FP&A departments around the world. The survey was performed at a time where organisations were looking to recover from the pandemic when many were trying to figure out how to operate in a changed business world.

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Practical Insights from Microsoft on xP&A Implementation
Practical Insights from Microsoft xP&A
April 8, 2022
FP&A Tags:
Extended Planning & Analysis (xP&A), FP&A Case Studies, AI/ML FP&A

Microsoft’s mission is to empower all people and organisations to achieve more. But the company has also been striving to achieve more itself, and xP&A has been instrumental in this pursuit.

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FP&A Trends White Paper 2021: Modern FP&A: Managing Profitability in Uncertain Times
FP&A Trends White Paper 2021
March 23, 2022
FP&A Tags:
Profitability Analysis, Integrated FP&A, FP&A Technology, FP&A Scenario Planning, AI/ML FP&A, Driver Based Planning, Extended Planning & Analysis (xP&A)

In times of uncertainty, the failings of systems and measures are brought sharply into focus. Managing profitability often requires a complete re-think of how an organisation plans and the supporting systems that can help sustain profits in both the short and long term. That’s the subject of this paper.

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FP&A Trends White Paper 2022: Extended Planning and Analysis (xP&A): FP&A’s Role in Business Transformation
FP&A Trends White Paper 2021
March 23, 2022
FP&A Tags:
Extended Planning & Analysis (xP&A), FP&A Strategic Planning, AI/ML FP&A, Integrated FP&A, FP&A Transformation, Driver Based Planning, FP&A Skills, FP&A Business Partnering, FP&A Scenario Planning

xP&A is more than an attempt to ‘fix’ the planning process. It is a complete transformation of the FP&A function to continually challenge the status quo, to educate, shape and influence management decisions on how the organization achieves its goals.

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FP&A Trends White Paper 2021: Agent of Change: Modern Day FP&A Business Partnering
FP&A Trends White Paper 2021
January 21, 2022
FP&A Tags:
FP&A Business Partnering, FP&A Team Building, FP&A Skills, Extended Planning & Analysis (xP&A), Digital FP&A, FP&A Technology, FP&A Maturity Models, FP&A Strategic Planning, FP&A Transformation, AI/ML FP&A, FP&A Trends Research

In this paper, we will explore these different areas to explain what they are, how they have benefited other organisations and the steps an organisation can take in making the transition.

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Modern Financial Planning and Analysis (FP&A): Latest Trends and Developments
 
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September 16, 2025

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September 17, 2025

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