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Demand Forecasting and Inventory Automation using AI

Activities based AI Micro session with measurable outcomes.

Course Start Date: TBD

Participants will learn to implement AI-driven demand forecasting systems that analyze historical sales data, predict future demand, optimize inventory levels, and automate reordering processes.

Micro Session on Demand Forecasting and Inventory Automation



Power of Micro-Learning Session

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Bite-Sized Learning, Maximum Impact

Learn to use AI tools for demand pattern analysis, sales forecasting, and intelligent inventory management.

 
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100% Practical & Hands-On

No boring theory. Every session includes real tools, real prompts, real workflows, real AI agents, giving you skills you can use the same day.

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Stay Ahead in a Fast-Changing AI World

AI evolves every week. Micro-learning ensures you stay updated with latest tools, frameworks, and use-cases without wasting time on outdated content.

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Learn Without Disturbing Your Routine

Micro-sessions fit perfectly into your day



Demand Forecasting and Inventory Automation using AI
Overview

In this power-packed session, participants will learn how to transform their inventory and supply chain approach using the latest advancements in Generative AI. The Micro session is designed to help supply chain managers, inventory planners, procurement professionals, and operations teams implement AI-driven demand forecasting, inventory optimization, and automated reordering systems.

Through real-time demonstrations and guided hands-on activities, participants will discover how to integrate AI into their existing inventory management systems and execute complete AI-powered demand planning workflows during the session itself. By the end of the training, they will walk away with practical strategies, reusable templates, and an actionable framework to drive measurable inventory improvements immediately.

EarlyRise's AI Powered Demand Forecasting & Inventory Micro Session Key Features
  • AI-powered demand forecasting framework
  • Hands-on inventory optimization implementation during the session
  • Use of real demand analysis and forecasting tools
  • Ready-to-use prompts & inventory automation templates
  • Live demos and guided practice
  • Real-world inventory & supply chain use cases
  • Outcome-focused, practical learning


Session Information
  • Session Date : TBD
  • Time : TBD
  • Duration : 4 Hours
  • Levels : Beginner
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Benefits for Participants:

skill Analyze historical sales data to identify demand patterns

skill Implement AI-powered demand forecasting models

skill Create intelligent inventory optimization workflows

skill Build reusable AI workflows for automated reordering

skill Reduce stockouts and overstock with predictive insights

skill Walk away with a complete demand forecasting framework

Micro Session Participants Enrollment Options

Online Micro Session

1000

  • Learn in an instructor-led online Micro session class
  • One to one mentorship for doubt resolution

Classroom Micro Session

1500

  • Classroom based Micro session
  • One to one mentorship for doubt resolution

Corporate Session

Customized Pricing

  • Customized based on your requirements
  • Customized learning delivery model (self-paced and/or instructor-led)
  • Flexible pricing options

Session Structure: Demand Forecasting and Inventory Automation

Historical Sales Data Integration

Key Learning Objective: Understanding how to collect, clean, and structure sales data (transactions, seasonality, trends) for AI-powered demand analysis.

Hands-on: Setting up a sample sales data pipeline and preparing historical data for ChatGPT/Claude analysis.
Identifying Demand Patterns

Key Learning Objective: Learning to distinguish between seasonal trends, promotional impacts, and organic demand fluctuations.

Hands-on: Analyzing historical sales data to map demand patterns using AI prompts.
Building Demand Prediction Models

Key Learning Objective: Creating AI prompts that analyze sales trends to predict future demand and identify optimal inventory levels.

Hands-on: Generating a "Demand Forecast Score" for key product categories using AI analysis.
Inventory Level Monitoring

Key Learning Objective: Using AI to create real-time inventory dashboards and stock alert systems.

Hands-on: Build an AI-powered inventory monitoring workflow with automated reorder alerts.
AI-Powered Reordering

Key Learning Objective: Using AI to automate reorder points based on predicted demand, lead times, and safety stock requirements.

Hands-on: Creating an optimized reorder schedule that minimizes stockouts while reducing inventory carrying costs.
Safety Stock Optimization

Key Learning Objective: Optimizing safety stock levels and economic order quantities using AI predictions.

Hands-on: Generate an inventory optimization plan based on predicted demand variations.
Demand Forecasting Dashboards

Key Learning Objective: Creating comprehensive dashboards that track forecast accuracy, inventory turnover, and cost savings.

Hands-on: Building a KPI dashboard to measure demand forecasting ROI.
Automated Reporting

Key Learning Objective: Generating automated inventory reports and stakeholder communications using AI.

Hands-on: Draft an executive summary report on inventory health and predicted demand trends.
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Micro Session Module

Estimated Course Duration

4 Hours

Learners Commitment

4 Hours

Course Structure

TOOLS TO COVER

ChatGPT
Google Gemini
TensorFlow
Pandas


certificate

Micro Credential Certificate From EarlyRise

Upon successful completion of the course, participants will receive a certificate from EarlyRise. This certificate is widely recognized and signifies that the holder has acquired specialized skills and knowledge.

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Micro Session Fee and Payment Method

Program Fee : Rs. 1000 + 18% GST = Rs. 1180

Candidates can pay the program fee through Netbanking, Credit/Debit cards, Cheque or DD

Does this sound interesting to you ?

Our team will be happy to assist you make the right decision

Why learn Demand Forecasting and Inventory Automation from EarlyRise?

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Learn from experts active in their field

Leading industry professionals who bring current best practices and case studies to sessions that fit into your work schedule.

Nominal Course Fee

Our Course fees are very nominal and competitive. We provide Scholarship up to 50% time to time for eligible candidates.

FAQ's

This session is ideal for supply chain managers, inventory planners, procurement professionals, demand planners, and anyone looking to enhance their inventory management skills using AI-driven tools and workflows.

No prior AI experience is required. Basic familiarity with inventory management or supply chain processes is helpful but not mandatory. The session is designed for beginners and working professionals, with all concepts, tools, and prompts introduced in a simple, hands-on manner.

You will be able to implement demand forecasting systems, set up AI-powered inventory optimization processes, analyze sales data for demand patterns, and build a complete AI-driven inventory workflow that you can apply immediately in your supply chain operations.

It is 100% practical. You will work on live exercises, real inventory use cases, and guided activities using actual AI tools, prompts, and demand analysis platforms.

Yes. Participants receive ready-to-use AI prompts, process templates, and a complete demand forecasting workflow that they can apply directly in their own inventory and supply chain activities.

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Demand Forecasting and Inventory Automation Micro Session

  • After completing the micro session, participants will be able to apply AI-driven demand forecasting concepts immediately in their ongoing inventory management activities.
  • Participants engage in practical exercises and real-world case studies, using AI for sales data analysis, demand prediction, and inventory optimization workflows
  • Sessions are facilitated by industry experts who actively use AI in supply chain and inventory management, bringing the latest tools, techniques, and real-world insights.
  • Learners walk away with a fully structured, ready-to-implement workflow integrating sales data, demand analytics, AI prompts, and inventory management integration steps.
  • By combining AI-driven insights with sales data, participants learn how to reduce stockouts and overstock situations significantly enhancing inventory efficiency.