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white paper

Inside o9’s Enterprise-Grade Neuro-Symbolic AI Architecture

How o9 builds agentic AI that operates safely and reliably at enterprise scale.

Natura
Hewlett Packard Enterprise
Premier Nutrition
Kubota
Philip Morris
Constellation Brands
Sephora
Molson Coors
Samsung Bioepis
Gordon Food Service
L'Oreal India
M. Dias Branco
Natura
Hewlett Packard Enterprise
Premier Nutrition
Kubota
Philip Morris
Constellation Brands
Sephora
Molson Coors
Samsung Bioepis
Gordon Food Service
L'Oreal India
M. Dias Branco
Natura
Hewlett Packard Enterprise
Premier Nutrition
Kubota
Philip Morris
Constellation Brands
Sephora
Molson Coors
Samsung Bioepis
Gordon Food Service
L'Oreal India
M. Dias Branco

UNLOCKING BILLIONS IN VALUE FOR CLIENTS IN 30+ INDUSTRIES

In this white paper, you’ll learn:

  • Why most agents stall

    Where LLM-first designs break down in governance, context, and execution.

  • The 4W decision engine

    How agents answer: What happened? Why? What is the current state? What is likely to happen next? What are the best actions to take?

  • From conversation to action

    How o9 agents safely move from questions to analysis to governed execution.

Move beyond impressive demos with neuro-symbolic AI you can trust.

See how neuro-symbolic architecture turns enterprise AI from experimental to operational.

Explore these key questions

See how high-fidelity context eliminates hallucination and guesswork.

“o9’s Agentic AI is distinctive because it is built on a decade-long symbolic foundation that captures how enterprises plan, decide, govern, and learn, then pairs that rigor with modern LLM capability to deliver neuro-symbolic agents that executives can trust in the real world.”
Announcement newsroom ashwin rao v1

Dr. Ashwin Rao

Executive Vice President, AI Strategy and R&D

Inside o9’s Enterprise-Grade Neuro-Symbolic AI Architecture

How o9 builds agentic AI that operates safely and reliably at enterprise scale.

“This is where o9 is different. For 15 years, we’ve built the enterprise knowledge foundation that makes agents reliable in production, rooted in symbolic AI. We pair it with best-in-class neural AI, including LLMs, to form o9’s neuro-symbolic agentic AI: conversational and generative where it should be, grounded and executable where it must be.”
Announcement newsroom ashwin rao v1

Dr. Ashwin Rao

Executive Vice President, AI Strategy and R&D

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.

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