Demand Planning & Forecasting Immersive Training
w/ Next-Level Forecasting with Predictive Analytics & Real-World Data Workshop
Chicago, Illinois, USA
|
March 11–13, 2026
Register Now Individuals Register Now Groups
Regular Rate - Expires in 5 days 5 hours (on March 9, 2026)
AN INTERACTIVE IMMERSIVE EXPERIENCE YOU CAN’T AFFORD TO MISS

WHY YOU SHOULD ATTEND

IBF's Immersive Training is a 2- or 3-day comprehensive, face-to-face program designed for planning professionals seeking a clear, practical understanding of demand planning, forecasting, and S&OP/IBP. Whether you’re new to the field or looking to sharpen your existing skills, this program will guide you through today’s best practices and the logic behind modern planning and forecasting software.

Led by the same experts who set global standards and train Fortune 500 companies, this hands-on training goes beyond formulas to deliver real-world learning you can apply immediately. You’ll learn why forecasts fail, how to fix them, and how to turn analytics into true business value.

Along the way, you’ll expand your professional network, gain valuable insights, and elevate your capabilities in forecasting, S&OP/IBP, demand planning, and analytics at a one-of-a-kind event, designed to transform how you plan and lead.


Days 1 & 2: Core Forecasting & Demand Planning Foundations

  • Master industry-leading methods and approaches in demand planning and forecasting—then apply them through hands-on, real-world examples.
  • Make smarter, data-driven decisions by producing more accurate forecasts that drive better fill rates, inventory turns, and cash flow.
  • Unlock your software’s full potential—understand how it works, interpret outputs correctly, and generate meaningful insights.
  • Prepare for IBF certification in a collaborative classroom setting, while networking with peers and industry experts.

Day 3: Next-Level Forecasting with Predictive Analytics & Big Data

  • Explore advanced machine learning techniques and learn how predictive models uncover cause-and-effect relationships traditional methods often miss. Apply techniques used by leaders like Amazon and Netflix to your own business.
  • Develop hands-on expertise with your data using databases, automation tools, scripts, and LLMs like ChatGPT to collect, clean, and manage internal and external data for predictive modeling.
  • Build and apply powerful predictive models like neural networks, decision trees, regression, and cluster analysis, and understand when and how to use each to generate actionable insight.
  • Uncover Hidden Relationships – Use predictive analytics to identify hidden demand drivers and connect insights directly to your S&OP and planning processes.
  • Gain cutting-edge skills in an immersive environment designed for demand planners and forecasters ready to implement next-level analytical methods within their S&OP and planning processes.

BECOME A CERTIFIED PROFESSIONAL FORECASTER (CPF)

Use what you learn from this IBF event to become a Certified Professional Forecaster.

Simply select the CPF CERTIFICATION PACKAGE during check-out and gain access to the event, along with preparation materials, and three CPF Exams.

The CPF program is the gold standard in demand planning certification, identifying you as a value driver in demand planning, forecasting and S&OP. It places professionals in the elite group of forecasters, with many CPFs saying it helped them secure a new job, promotion and pay raise. Find out more about the CPF program, or register below.

Keyamma Garnes, CPF
DIRECTOR OF DEMAND PLANNING
"When I moved companies, being CPF certified helped me not only land a job, but get the compensation I was looking for."


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Event registration

Includes:

  • Full admission Demand Planning & Forecasting Immersive Training (March 11 and 12)
  • Next-Level Forecasting with Predictive Analytics & Real-World Data workshop for an additional cost
  • Continental breakfast and lunch
$1,999
$2,099

You can add an IBF Membership and CPF Certification when you register. IBF Members receive $100 off registration, not to be combined with other discounts.

**Get the 4th person free for every 3 registrations

Past IBF Speakers
Sara Brumbaugh
Sara Brumbaugh
Ceres Analytics
Managing Principal

Sara Brumbaugh is Managing Principal of Ceres Analytics, a consultancy specializing in applied mathematics, statistics, and machine learning. With over 20 years of involvement with IBF, she is the recipient of IBF’s Lifetime Achievement Award. Sara’s career spans business forecasting in utilities, data mining in finance, genetic research collaboration at Harvard Medical School, and development of patent-pending fraud detection algorithms. She holds master’s degrees from Harvard University and Florida State University.

Eric Wilson, ACPF
Eric Wilson, ACPF
Institute of Business Forecasting & Planning
Director of Thought Leadership

Eric Wilson is Director of Thought Leadership at the Institute of Business Forecasting & Planning, bringing over 20 years of experience in demand planning and predictive analytics. He previously led forecasting at Escalade Sports, Berry Plastics, and Tempur Sealy. Eric is an IBF Advanced Certified Professional Forecaster (ACPF) and recipient of IBF’s Excellence in Business Forecasting & Planning Award. He is a frequent speaker, published author, and contributor to The Journal of Business Forecasting.

Training Leaders
Sara Brumbaugh
Sara Brumbaugh
Ceres Analytics
Managing Principal
Eric Wilson, ACPF
Eric Wilson, ACPF
Institute of Business Forecasting & Planning
Director of Thought Leadership
Training Schedule
  • Boot Camp Day 1
    Mar 11, 2026
  • Boot Camp Day 2
    Mar 12, 2026
  • Boot Camp Day 3 (optional)
    Mar 13, 2026
Day #1: Introduction to Business Forecasting, Planning & Leadership
7:45 AM - 8:30 AM
Morning Refreshments & Registration
8:30 AM - 10:30 AM
MODULE 1: Fundamentals of Business Forecasting & Planning
  • Learning Objectives
  • S&OP Overview
  • Demand Planning Overview
  • Why do Businesses Forecast and Plan?
  • Summary
10:30 AM - 10:45 AM
Morning Break
10:45 AM - 11:30 AM
MODULE 2: The Forecasting Process and the Roles of Cross-Functional Team Members
  • Learning Objectives
  • Forecasting Process & Roles of Cross-Functional Team Members
  • Marketing
  • Finance
  • Supply Chain/Production and Logistics
  • Human Resources
  • Natural Biases
  • Summary
11:30 AM - 12:15 PM
MODULE 3: Consensus Forecasting & the Communication Process
  • Learning Objectives
  • Problems of Multiple Number Plans
  • Consensus is Critical
  • Best Communication Practices
  • Gaining Upper Management Buy-In Agenda
  • Reporting Forecasts
  • Presenting Forecasts
  • Summary
12:15 PM - 1:00 PM
Lunch
1:00 PM - 1:45 PM
MODULE 4: Driving Business Value
  • Learning Objectives
  • Major Characteristics of S&OP
  • S&OP Monthly Cycle Timeline
  • Ingredients of Successful S&OP Process
  • Summary
1:45 PM - 2:30 PM
MODULE 5: External Collaboration and CPFR
  • Learning Objectives
  • What is CPFR
  • CPFR Model
  • CPFR: Challenges and Keys to Success
  • CPFR Benefits
  • Summary
2:30 PM - 2:45 PM
Afternoon Break
2:45 PM - 4:30 PM
MODULE 6: Data Management
  • Learning Objectives
  • What you Need to Know about Data
  • Univariate Time Series Model Elements
  • Pattern Recognition: Linear Patterns
  • Exponential Smoothing Models
  • Data Analysis
  • Random Noise
  • Forecastability Analysis
  • Data Analysis Checklist
  • Summary
See Attendee List
  • BRP
  • CERES ANALYTICS
  • CLOROX
  • GE APPLIANCES
  • INSTITUTE OF BUSINESS FORECASTING & PLANNING
  • JOHN GALT
  • KIMRAY
  • LINDT & SPRUNGLI USA
  • MANNA PRO PRODUCTS
  • NEW HORIZON AI
  • NUTRIEN
  • SYSMEX AMERICA INC
  • UNIQUE PAVING MATERIALS CORP
  • WERNER & MERTZ PROFESSIONAL VERTRIEBS GMBH
Event Location
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Wyndham Chicago O'Hare
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+1.847.296.8866
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1450 East Touhy Avenue, Chicago, Illinois, USA
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Room Rate: $99/ night + tax
For call-in reservations, please mention IBF and Group Code: 0311251IBF

If you have any issues, please contact support@ibf.org for assistance.

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