/

/

Guide

The o9 Enterprise
Knowledge Graph

The o9 Enterprise Knowledge Graph (EKG) is a four-layer, closed-loop system designed to transform how enterprises plan, decide, and execute.

By moving beyond traditional, siloed systems, the EKG creates a self-learning operating system that connects data, knowledge, and decisions.

pSOLV
REI
Bass Pro Shops
Wipro
Kroger
ocyo consulting
QXO
pSOLV
REI
Bass Pro Shops
Wipro
Kroger
ocyo consulting
QXO
pSOLV
REI
Bass Pro Shops
Wipro
Kroger
ocyo consulting
QXO

UNLOCKING BILLIONS IN VALUE FOR CLIENTS IN 30+ INDUSTRIES

In this guide, you’ll learn:

  • The 4 layers of the o9 Enterprise Knowledge Graph

    Together, these layers enable a continuous improvement loop. Outcomes are attributed back to specific decisions and plans, and the resulting learnings are codified into policies that guide future cycles. Learn why the EKG is the foundational piece of next-generation Planning.

  • The 4Ws framework

    Post-Game Analysis:
    What happened? Why?

    Predictive & Prescriptive Analysis:
    What is the current state? What is likely to happen next? What are the best actions to take?

  • Transition from Simple Data Visibility to a Decision Intelligence:

    Discover how to close the loop between planning and execution by codifying "tribal knowledge" into institutional rules and an enterprises that remembers, learns, and constantly improves.

“The Enterprise Knowledge Graph gives an enterprise tremendous agility in evaluating situations, analyzing possibilities, and understanding reasons, with enormous speed. With AI agents, we can perform the above with a simple conversational interface.”
Announcement newsroom ashwin rao v1

Dr. Ashwin Rao

Executive Vice President, AI Strategy and R&D

Decide & plan at the speed of change

Transform your disconnected data into a self-learning operating system that connects strategy, planning, and execution in a single closed-loop system.

Explore these key questions

Understand how to enable a digital twin that unifies business models, plans, and variances.

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.

“We saw the benefit around what the platform could bring to the planning, the visibility that it brings, the Enterprise Knowledge Graph where we could connect everything.”

Ettiene Devries

Senior Director Global Supply Chain Excellence, Strategy & IBP, Garrett Motion

A Guide to the o9 Enterprise Knowledge Graph

The o9 Enterprise Knowledge Graph (EKG) is a four-layer, closed-loop system designed to transform how enterprises plan, decide, and execute.

resources

View our related resources

[white paper]2 min

AI In Category Management: Creating Clarity From Complexity

O9 meeting in the office
[article]5 min

The Future Of Work: When Everyone Becomes A Manager

by Igor Rikalo
[article]9 min

Decision Intelligence: The 4Ws Framework to Stop Value Leakage

by Ashwin Rao
[white paper]12 min

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

[white paper]12 min

Data Center Planning Is the New Competitive Advantage

[article]4 min

Acuity Just Showed the Industry What Agentic Planning Looks Like: Insights from Gartner

by Jarod Polburn
[article]7 min

Decision Latency Is the New Cost Center: Why the o9 Digital Brain Is Redefining Enterprise Performance

by Ashwin Rao
O9 x retail holiday planning
[article]13 min

What Is Revenue Growth Management? A Complete Guide

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

The Complete Guide to Replacing SAP APO in 2026

[video]22 min

aim10x Digital 2026 | How to Scale Agility Without Sacrificing Reliability - Supriya Iyer - Google

[white paper]2 min

Why Grocery Assortment Planning Has Fallen Behind — and What Integrated Decision-Making Can Do About It

[article]5 min

The Future of Merchandise Planning: Granular, Connected, Autonomous

by The Editorial Team, o9