Koenig Original Guaranteed-to-Run

Forecasting & Demand Planning: Models & Scenarios

Forecasting and Demand Planning equips supply chain planners and operations managers with data-driven techniques to reduce forecast error and improve inventory accuracy. With demand volatility causing 60% of companies to miss service targets, this Koenig Original course delivers practical skills in time series modeling, demand sensing, and S&OP processes, directly addressing the industry-wide challenge of inaccurate forecasting.

This course prepares learners for advanced demand planning roles with Koenig’s Guaranteed-to-Run scheduling and 30-day lab access for hands-on practice. Graduates gain proficiency in CPFR and new product forecasting, enabling data-backed decision-making that drives supply chain efficiency and career advancement.

32 Hours (4 Days)
Live Online / Classroom
3+ professionals trained

Training Formats & Pricing

1-on-1 USD 1,800
Dedicated instructor, your schedule Fastest
Public Batch USD 1,400
Group class, fixed schedule Most Popular
Self-Paced USD 199
Recorded sessions, learn anytime Best Value

100% Happiness Guarantee · Free Rescheduling · Secure Payment

Course Overview

Forecasting and Demand Planning by Koenig Original is a comprehensive training program designed for supply chain analysts, demand planners, and operations managers seeking to enhance their strategic forecasting capabilities. This course equips professionals with essential skills in quantitative forecasting techniques, demand sensing, and Sales & Operations Planning (S&OP) processes. Participants gain a deep understanding of time series modeling, data management, and forecast reporting, all critical for accurate demand planning. With 85% of Fortune 500 companies implementing formal demand planning processes to optimize inventory and reduce stockouts, this course addresses a high-demand industry need for skilled practitioners who can drive supply chain efficiency and business performance.

The Forecasting and Demand Planning curriculum integrates hands-on learning with industry-standard tools such as Microsoft Excel for forecasting modeling, CPFR (Collaborative Planning, Forecasting, and Replenishment) frameworks, POS (Point-of-Sale) data analytics, and enterprise-level demand planning software. Students engage in practical labs conducted in a simulated business environment where they configure forecasting models, analyze real-world sales data, and generate forecast reports. A key project involves building a complete demand forecast for a retail product line using historical POS data, applying seasonality adjustments, and presenting findings to a mock executive team, thereby simulating real-world decision-making scenarios.

This course prepares learners for roles requiring certified expertise in demand planning, aligning with global standards recognized by organizations like APICS and CSCMP. Graduates report an average salary increase of 15-20% upon certification, reflecting the high value placed on forecasting skills in supply chain management. Koenig Original distinguishes itself with its Guaranteed-to-Run scheduling, 1-on-1 training options, and official courseware, ensuring personalized and reliable learning experiences. By mastering Forecasting and Demand Planning, professionals position themselves to lead data-driven supply chain initiatives and drive measurable business impact in dynamic market environments.

What You'll Learn

Execute demand planning workflows using SAP IBP to ensure forecast accuracy and support strategic decision-making.
Calculate advanced time series forecasting models using Python and R libraries to predict precise demand trends.
Deploy Collaborative Planning, Forecasting, and Replenishment (CPFR) strategies to enhance supply chain visibility and minimize stockouts.
Configure Sales and Operations Planning (S&OP) processes within Oracle Demantra to align supply chain capacity with market demand.
Apply demand sensing techniques using point-of-sale (POS) data and statistical analytics to respond dynamically to market fluctuations.
Design robust scenario planning models within Forecasting and Demand Planning by Koenig Original to mitigate risks associated with demand uncertainty.

Prerequisites

Recommended knowledge before taking this course
  • Basic understanding of supply chain management concepts essential for mastering Forecasting and Demand Planning by Koenig Original
  • Familiarity with time series forecasting methods improves your ability to predict demand accurately in this course
  • Working knowledge of data management and analysis techniques helps you analyze supply chain data effectively
  • Experience using Excel for data modeling and forecasting accelerates your learning in Forecasting and Demand Planning
  • Understanding of demand sensing and S&OP (Sales and Operations Planning) processes enhances your ability to align supply with demand
  • Prior exposure to CPFR (Collaborative Planning, Forecasting, and Replenishment) practices supports your comprehension of collaborative forecasting strategies
Corporate Training
Get a Corporate Quote

Volume discounts · Dedicated account manager · Custom scheduling

Certification Exam

Everything you need to know about the Forecasting & Demand Planning: Models & Scenarios certification exam

Exam Details
Exam Name
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Let's Talk

Request for more information

Forecasting & Demand Planning: Models & Scenarios

We'll respond within 1 business day · No spam, ever.

Course Curriculum

Structured learning with hands-on labs and real-world scenarios

1
Day 1– Mastering Forecasting and Demand Planning Fundamentals
Core Demand Planning Processes Business Forecasting Strategic Value Qualitative vs Quantitative Methodologies S&OP Process Framework Integration Demand Sensing Core Principles Forecasting Data Management Best-Practices Common Forecasting Challenge Mitigation Forecasting Technique Overviews
2
Day 2– Essential Demand Planning Inputs and Outputs
Demand Plan Input Requirements POS Data Usage Strategies Historical Data Analysis Techniques Collaborative Planning Execution Methods CPFR Framework Implementation Overview Effective Stakeholder Communication Tactics Demand Plan Output Interpretation Cross-Functional Coordination Excellence
3
Day 3– Time Series and Causal Forecasting Models
Moving Average Forecasting Models Exponential Smoothing Technique Application First-Order Smoothing Practical Usage Trend-Based Forecasting Model Development Regression Analysis Forecasting Methods Seasonality Forecasting Pattern Analysis Causal Model Development Frameworks Model Assumption Testing Procedures
4
Day 4– Advanced Forecasting and Performance Management
Scenario Planning Technique Mastery New Product Forecasting Strategies Forecast Error Measurement Accuracy MAPE and Bias Interpretation Exception-Based Forecasting Workflows Linking Forecasts to KPIs Stakeholder Buy-In Strategy Development Real-World Case Study Applications

What's Included in Your Training

Every enrollment comes packed with resources to maximise your learning and exam success

Career Outcomes

78%

of Forecasting & Demand Planning: Models & Scenarios certified professionals report career advancement within 6 months

Salary Impact

+22%

Average salary increase reported after obtaining the Forecasting & Demand Planning: Models & Scenarios certification

Typical Salary Range (Global)
Entry$90,000–$115,000
Mid$115,000–$145,000
Senior$145,000–$180,000

*Source: Glassdoor / LinkedIn 2025

Job Roles

5
  • Demand Planner
  • Forecast Analyst
  • Supply Chain Planner
  • Demand Planning Manager
  • Business Operations Analyst

Companies Hiring

5,000+
Procter & Gamble Unilever Accenture Deloitte IBM Walmart Johnson & Johnson Amazon Cisco Siemens

and 5,000+ organizations worldwide seeking Forecasting & Demand Planning: Models & Scenarios certified professionals

Real Transformations

Course Student Reviews

Real results from IT professionals who trained with Koenig — rated 4.9/5 from 18,400+ verified reviews.

18,400+
Verified Reviews
4.9 / 5
Average Rating
95%
Would Recommend
1M+
Professionals Trained
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified

Frequently Asked Questions

Everything you need to know about the Forecasting & Demand Planning: Models & Scenarios training course

100%

Happiness Guarantee

We are so confident in the quality of our training that we offer a full money-back guarantee. Not satisfied? Contact us within 24 hours of your first session — we'll refund you completely, no questions asked.

Full Refund

Within 24 hours

No Questions

Asked ever

Secure Payment

Encrypted checkout

PCI DSS

Compliant