Learning path

Learning AI as a Demand Planner

Demand planning is changing. This path shows you how to use AI to read sales history, shape forecasts, and keep supply and demand in step, without the spreadsheets fighting back.

Beginner

Operations

Start the path

Your path

Everything in the Demand Planner AI kit, in the order that makes sense. Members tick off each step and see their progress.

Week 1 · 15 minutes to start

Set up your AI

We guide you through each click.

Add the Demand Planner AI kit to your AIDownload it for your AI (it installs as a plugin) and follow the steps

Set-up

Optional: connect the AI CoachYour kit stays up to date by itself, plus a daily brief in your AI

AI Coach

Course: AI for Demand PlannersHow to talk to AI for your job

Prompt course

Try: Forecast Data PreparationLike "Plan Dataset Cleaning Approach"

Prompts

Try: Demand Forecasting BasicsLike "Draft Baseline Forecast Assumptions"

Prompts

Week 2

Let skills do your everyday tasks

Demand forecasting plannerBuilds baseline forecasts from history and trends, plus inventory and contingency plans; e.g. next quarter's plan for 300 SKUs.

Skill

Real time demand forecasterFolds market, economic and real-time signals into forecasts; e.g. revising next month's plan after a competitor price cut.

Skill

Demand analysis assistantCovers segmentation, seasonality and price impact; e.g. showing how a 10% price rise shifts demand by region.

Skill

Course: RACE Prompt Framework: Role, Action, Context, ExpectationPrompt framework course

Certificate

Week 3

Connect your apps and pick your AI apps

Ephemeris forecasting MCP serverLet your AI forecast numbers like sales or traffic, with a range instead of one guess.

MCP server

ReplenishRadar MCP serverLets your AI check stockout risks, forecasts, and purchase orders from your ReplenishRadar inventory data.

MCP server

LockedInLockedIn is a web-based tool offering fast, accurate time series forecasting using Geneva Forecasting’s advanced machine learning. Generate instant forecasts fr

AI app

5-Out5-Out leverages AI to forecast restaurant sales, helping establishments from cafes to fine dining optimize labor and inventory. By integrating with existing sys

AI app

Course: Imrpove Your Excel Skills with ChatGPTVideo course

Certificate

Week 4

Hand whole tasks to AI agents

Forecast Backtest and Refresh AgentForecasts that improve over time because every method is tested on the same history

AI agent

Covers Forecast Prep Planning AgentPrepare the right amount of each item for each service, with a midday correction.

AI agent

Course: ChatGPT Power User Guide: Boost Productivity, Creativity & Research FastVideo course

Certificate

Week 5

Build your own tools

Demand planning workspaceRebuild your plan each cycle with versioned assumptions and honest error tracking, so you stop arguing about numbers and start acting.

App to build

Inventory Demand PlanningForecast demand, set safety stock, and plan replenishment for multi-location retail.

Grok Bot

Course: AI Fundamentals from Google Experts | Professional CertificateVideo course

Certificate

Course: How to Integrate ChatGPT into Microsoft ExcelVideo course

Certificate

After that

Keep growing

AI Coach: your daily brief and weekly certificationNews, tools and one idea a day for demand planners

AI Coach

RACE Prompt FrameworkTake the exam and get certified

Certificate

Enhance Excel Productivity Using ChatGPT for Advanced TasksTake the exam and get certified

Certificate

Everything for demand planners

All the courses, certifications, AI tools, MCP servers and apps for demand planners, most relevant first. Open any list to see more.

About this learning path

6 topics

Use AI to forecast demand with less guesswork

Demand planning used to mean long hours in spreadsheets, guessing at promotions, and writing forecast notes from scratch. AI can help you clean data, test assumptions, and explain your numbers, so you spend more time on judgment and less on busywork.

This learning path brings together short setup questions, a guide to connecting your AI, skills for the job inside your AI, a prompt course built for demand planners, and video courses picked for your role, along with the certifications those courses offer. You will start with one small step and build from there.

Why AI matters now
Demand swings faster than it used to. Customer tastes shift, promotions land differently, and supply issues pop up without warning. AI can help you read sales history, spot patterns, and write up what you find, so you are not starting from a blank sheet every week.
What the path includes
You begin with setup questions that help you pick the right AI tool for your work. Then you learn how to connect your AI safely and give it the context it needs, like your product list, sales history, and promotion calendar.
The path includes a prompt course made for demand planners, with lessons on cleaning forecast data, choosing methods, planning promotions, setting safety stock, reviewing accuracy, preparing S&OP, writing procurement updates, and running scenarios. You also get video courses chosen for your job, and the certifications those courses offer, so you can show what you have learned.
How it saves time
AI handles the first pass of cleaning data, drafting notes, and turning numbers into plain language. You still check the work and make the call. That frees up hours for talking with sales, supply, and finance, which is where good demand plans actually come from.
How it protects your career
Companies are asking demand planners to do more with the same team. Knowing how to use AI well makes you the person who can improve forecasts, explain changes, and keep inventory moving. That is a skill that stays valuable, no matter what tools come next.
How to start
Pick one task you do every week, like cleaning last month's sales file or writing a forecast summary. Try one prompt from the course and see how it goes. Small wins build confidence, and soon you will have a set of prompts you trust.
Frequently asked questions
Do I need to be technical to use AI for demand planning?
No. The prompts in this path are written in plain language, and you do not need to write code. If you can describe what you need in an email, you can use these prompts. The AI does the heavy lifting with the data you give it.
Will AI replace demand planners?
AI is a tool, not a replacement. It can clean data and draft summaries, but it cannot judge market shifts, build relationships with sales, or take responsibility for the forecast. Demand planners who use AI well become more valuable, not less.
Can I use my own company's sales data?
You should follow your company's rules about data privacy and AI tools. Many tools let you turn off training on your data, and you can often use sample or anonymized data for practice. The course shows you how to keep sensitive information safe while still getting useful help.
How long does the learning path take?
You can move at your own pace. Most people finish the prompt course in a few sittings, and the video courses are short. The goal is to practice one prompt at a time until it becomes part of your weekly routine.

Start this path

Learn AI as a Demand Planner, step by step

$99

10 AI courses in the right order
A certificate for LinkedIn after each exam
Ready-to-use prompts for demand planners
Plus the Demand Planner AI kit and all 700+ courses

Start the path

The Demand Planner AI kit

Every skill, prompt, AI agent and connection in the kit.

Open the AI kit →

At a glance

Type: Learning path
Level: Beginner
For: Operations
Steps: 9
Video courses: 94
AI tools: 23
MCP servers: 12
Apps to build: 7
Updated: September 25, 2026

Your learning path

The courses for your job, in the right order

Picked for your job from our 700+ courses
Every course ends in a certificate
Part of your job's AI kit, with skills and AI agents

500+ jobs · no sign-up to look

Watch, then get certifiedAn exam after every course and a certificate for LinkedIn.

Your path

Set up your AI

Let skills do your everyday tasks

Connect your apps and pick your AI apps

Hand whole tasks to AI agents

Build your own tools

Keep growing

Everything for demand planners

Take the prompt courses

RACE Prompt Framework: Role, Action, Context, Expectation

AI for Demand Planners (Prompt Course)

Watch the video courses or add them to your Favorites for later

ChatGPT Power User Guide: Boost Productivity, Creativity & Research Fast

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AI Fundamentals from Google Experts | Professional Certificate

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ChatGPT Prompt Engineering: Proven Techniques for Powerful AI Results

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