/

/

White Paper

Hyperautomation in Demand Planning

Automation is quite common in Demand Planning: the collection of data, the generation of a forecast, or the publishing of the final demand plan are examples of automated processes.

Hyperautomation would be the automation of the entire demand planning process, from collection to archive, and all the steps in between.

Bass Pro Shops
Magneti Marelli
Teleflex
DS Group
Amway
Envu
Fanatics
Westrock
Keurig Dr Pepper
Scandinavian Tobacco Group
Helen of Troy
Clarios
Bass Pro Shops
Magneti Marelli
Teleflex
DS Group
Amway
Envu
Fanatics
Westrock
Keurig Dr Pepper
Scandinavian Tobacco Group
Helen of Troy
Clarios
Bass Pro Shops
Magneti Marelli
Teleflex
DS Group
Amway
Envu
Fanatics
Westrock
Keurig Dr Pepper
Scandinavian Tobacco Group
Helen of Troy
Clarios

UNLOCKING BILLIONS IN VALUE FOR CLIENTS IN 30+ INDUSTRIES

In this white paper, you’ll learn:

  • Moving Beyond Traditional Automation

    Standard demand planning relies on batch-processed data collection and basic forecast generation. True hyperautomation extends far beyond this, integrating the entire demand planning lifecycle from end to end. Discover how to automate the complex, human-intensive decision-making activities that traditionally sit between execution steps to unlock an entirely new level of enterprise efficiency.

  • The 5 Progressive Levels of Agentic AI

    Unlike older, rule-based systems, Agentic AI introduces technologies that can reason, adapt, and act autonomously. Explore the five distinct levels of Agentic AI capability—moving from basic natural language queries to highly sophisticated, context-aware personalized workflows. Learn how reaching Level 5 facilitates full, end-to-end touchless planning.

  • A 6-Stage Roadmap to Hyperautomation

    Transitioning your operation is a progressive maturity journey rather than a single event. This white paper outlines a practical six-stage path: shifting from manual spreadsheet management, measuring human touches to establish a baseline, implementing FVA-driven touchless planning, and seamlessly linking integration pipelines with Agentic AI to build a self-managing planning cycle.

“The most forward-thinking organizations will not simply automate their existing demand planning processes; they will reimagine them. Hyperautomation is not merely a technology upgrade; it is a strategic capability: it enables supply chains to sense, respond, and adapt at a speed & scale that was previously impossible.”
Simon Joiner

Simon Joiner

Director of Product Management, Demand Planning

What the next generation of planning looks like

Empower your team to become strategic architects of demand rather than custodians of data. By automating routine data correction and statistical baseline approvals, Agentic AI eliminates the cognitive load of manual spreadsheet work —freeing planners to focus exclusively on high-value commercial decisions and true exceptions.

Hyperautomation enables a truly interconnected demand planning ecosystem.

Explore these key questions

Traditional automation is typically limited to isolated tasks, like a planner clicking a button to pull data or run a batch-processed statistical forecast.

Hyperautomation completely reimagines this by automating the entire end-to-end planning cycle—seamlessly linking data collection, plan runs, reviews, and publishing into a continuous, intelligent pipeline with minimal human intervention

whitepaper

AI/ML Forecasting: Future-Ready Thinking with o9's Digital Brain™


Forecasting, the lifeblood of an organization, has the critical role of being able to predict the future, mitigate risks, and capitalize on emerging opportunities. However, this process is being heavily impacted by the acceleration of these and other demand drivers.

This White Paper will examine how next-generation technologies such as Machine Learning (ML) and Artificial Intelligence (AI) can significantly improve a business’ forecasting accuracy, ensuring it survives and thrives rather than being left behind.

Learn more
“The implementation of Hyperautomation offers numerous advantages for organizations aiming to excel in a competitive environment: increased efficiency, cost savings, improved data accuracy, and enhanced decision-making. ”
Simon Joiner

Simon Joiner

Director of Product Management, Demand Planning

Discover our platform

Live Demo with an o9 Expert

Get a personalized walkthrough with an o9 solution specialist and see how to drive faster, smarter planning decisions across your enterprise.

resources

View our related resources

[article]9 min

The 4Ws: What Are They, and How Do They Prevent Value Leakage?

by Ashwin Rao
[white paper]1 min

A Guide to the o9 Enterprise Knowledge Graph

[white paper]1 min

o9 Named a Leader in the Nucleus Research® Control Tower Technology Value Matrix 2025

[video]1 min

o9 Solutions at Hannover Messe 2026: AI Replays Decisions to Improve Supply Chain Performance

[white paper]1 min

Nucleus Research® Guidebook - Assessing the Value of o9 Solutions for Makers

[white paper]2 min

2026 Gartner® Magic Quadrant™ for Supply Chain Planning Solutions: Discrete Industries

[article]5 min

Supply Chain Planning Transformation for a Global Home Device Manufacturer : Achieving Constrained Planning and Operational Excellence with o9 Solutions

by Sridhar Palnitkar
Risk management blog 3
[article]10 min

What Is Supplier Risk Management? A Practical Guide for Supply Chain Leaders

by The Editorial Team, o9
[white paper]1 min

2026 Gartner® Magic Quadrant™ for Supply Chain Planning Solutions: Process Industries

[article]9 min

What Is Category Management? A Guide to AI-Powered Growth in Retail

by The Editorial Team, o9
[white paper]12 min

AI/ML Forecasting: Future-Ready Thinking with o9's Digital Brain™

Rgm holiday season planning blog 1 header v1
[article]5 min

The Holiday Planning Challenge: Predicting Demand in an Unpredictable Season

by Stewart Beale