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Forecasting: Should the Mean APE Rule the Accuracy Planet?
February 27, 2018

By Hans Levenbach, PhD, CPDF author of Change & Chance Embraced

FP&A Tags:
Modelling and Forecasting, Forecasting Quality, Financial Planning and Analysis

Planners and managers in supply chain organizations are accustomed to using the Mean Absolute Percentage Error (MAPE) as their best (and sometimes only) answer to measuring forecast accuracy. It is so ubiquitous that it is hardly questioned.

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Applied Corporate Financial Modeling
February 16, 2018

By Rob Trippe, MBA, Financial Modelling Veteran

Rob Trippe is a financial modelling veteran. With over fifteen years’ experience, Rob has developed corporate finance models for valuation, M&A, forecasting and performance monitoring. He is widely respected for his deep understanding of corporate finance theory, lectures at university and has worked with some of the world’s largest and most respected firms including the investment bank Houlihan Lokey, Hertz and GE Capital. He also was the managing director and operator of a coveted professional sports franchise at a young age. Rob was accredited in valuation in 2008 and holds an MBA, Finance from Boston College.

Publishing Accomplishments

  • Rob’s research while at the investment bank Houlihan Lokey Howard & Zukin was published in the Wall Street Journal and USA Today.
  • Rob’s cash flow model (his design) while at the Hertz Corp. was published in SEC and quarterly press release filings.
  • Rob has contributed to FP&A-Trends on numerous occasions.
  • Authored a state university finance exam.
  • Currently working on a commissioned case study for a major academic publishing house.
FP&A Tags:
Modelling and Forecasting, Financial Planning and Analysis

During the recent years, the level of detail and precision which financial modeling in the business world has pursued has been elevated. Learning Excel, a widely used and accepted computer application is one essential skill required of a strong financial modeler. But these days, the business world requires more. This article addresses those needs.

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The FP&A Evolution: A Reality Check
January 12, 2018

By Ernie Humphrey, CEO at Treasury Careers

FP&A Tags:
Financial Planning and Analysis, Modelling and Forecasting, FP&A Technology, FP&A Analytics

Are FP&A teams empowered to deliver strategic value across the enterprise? I partnered with FP&A thought leaders Larysa Melnychuk, and James Myers to develop the FP&A Empowerment: The Evolution of Technology & Trends survey in part to find out if this perception is a reality. More than 300 global FP&A leaders took part at the survey.This article shares the key findings and conclusions.

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Seven Key Analytic Models
September 22, 2017

By Michael Coveney, Analytics Thought Leader and Author

FP&A Tags:
Modelling and Forecasting, FP&A Analytics

The role of planning is to help manage what can be controlled (i.e. the organisation’s business processes, the resources it applies to those processes, and the volume and quality of work done in those processes) to produce outcomes that will achieve organisational objectives, within an uncontrollable and unknowable external environment.

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Analytic Model vs Spreadsheets
September 21, 2017

By Michael Coveney, Analytics Thought Leader and Author

FP&A Tags:
Financial Planning and Analysis, Modelling and Forecasting, FP&A Technology, FP&A Analytics

Spreadsheets are without doubt the ‘killer’ application that turned the PC into an indispensable business tool. Before then, computing was the preserve of geeks and specialists who spoke in a language few accountants could understand as they served expensive, inaccessible machines locked away in their own air-conditioned environment.

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'Business Analytic' Model Life Cycle
September 19, 2017

By Michael Coveney, Analytics Thought Leader and Author

FP&A Tags:
Financial Planning and Analysis, FP&A Analytics, Modelling and Forecasting

Analytic models are rarely static. Their aim is to model the organisation in such a way as to allow managers to investigate what is actually going on and to assess changes to the way it operates.

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Event Calendar

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Transforming FP&A Together: Human & AI Synergy
 
From What-If to What’s Next: Scenario Management for Modern FP&A
 
Dynamic Shift: Mastering Predictive Planning & Forecasting
 
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From Insight to Impact: FP&A Business Partnering in the Age of AI
 
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Creating Your Transformation Map with the FP&A Trends Maturity Model
 
From Forecast to Action: Building Predictive Power into FP&A
 
Moving from FP&A to Extended Planning and Analysis (xP&A)
 
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The FP&A Analytics Playbook
 
 
All events for the year

Future Meetings

The Face-to-Face San Francisco FP&A Board:From Insight to Impact: FP&A Business Partnering in Action
The Face-to-Face San Francisco FP&A Board From Insight to Impact: FP&A Business Partnering in the Age of AI

October 16, 2025

The Face-to-Face Houston FP&A Board: Creating Your Transformation Map with the FP&A Trends Maturity Model
The Face-to-Face Houston FP&A Board Creating Your Transformation Map with the FP&A Trends Maturity Model

October 21, 2025

Register The Digital North American FP&A Circle: Predictive Planning & Forecasting: Building Intelligence into Every Decision
The Digital North American FP&A Circle From Forecast to Action: Building Predictive Power into FP&A

October 22, 2025

The Face-to-Face Austin FP&A Board: Moving from FP&A to Extended Planning and Analysis (xP&A)
The Face-to-Face Austin FP&A Board Moving from FP&A to Extended Planning and Analysis (xP&A)

October 23, 2025

The FP&A Trends Webinar: The FP&A Analytics Playbook
The FP&A Trends Webinar The FP&A Analytics Playbook

October 29, 2025

The Face-to-Face Zurich FP&A Board: Debunking FP&A Myths: Agile Strategies for Forecasts and Scenarios
The Face-to-Face Zurich FP&A Board Transforming FP&A Together: Human & AI Synergy

November 4, 2025

The Digital Nordic & Benelux & UKI FP&A Circle: First Steps into AI in FP&A: Getting Started Without Getting Overwhelmed
The Digital EMEA FP&A Circle First Steps into AI in FP&A: Getting Started Without Getting Overwhelmed

November 5, 2025

The Face-to-Face Munich FP&A Board: Creating Your Transformation Map with the FP&A Trends Maturity Model
The Face-to-Face Munich FP&A Board Creating Your Transformation Map with the FP&A Trends Maturity Model

November 11, 2025

The FP&A Trends Webinar: Mastering Data in FP&A – Building Analytical Capabilities for Strategic Growth and Informed Decision-Making
The FP&A Trends Webinar Mastering Data in FP&A: Turning Analytics into Strategic Advantage

November 12, 2025

The Face-to-Face Copenhagen FP&A Board
The Face-to-Face Copenhagen FP&A Board Creating Your Transformation Map with the FP&A Trends Maturity Model

November 18, 2025

The Face-to-Face Riyadh FP&A Board: FP&A Storytelling in a Data-Driven World
The Face-to-Face Riyadh FP&A Board FP&A Storytelling in a Data-Driven World

November 24, 2025

The Face-to-Face Dubai FP&A Board: From Insight to Impact: FP&A Business Partnering in Action
The Face-to-Face Dubai FP&A Board From Insight to Impact: FP&A Business Partnering in Action

November 26, 2025

The FP&A Trends Webinar: FP&A 2026+: Top 5 Trends Through the AI Lens
The FP&A Trends Webinar Visionary Trends in FP&A: A Strategic Look Toward 2030

December 4, 2025

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