White Paper

Neuro-Symbolic Agentic AI for Agile and Adaptive Enterprises

Enterprises are operating in a VUCA world, meaning that volatility,
uncertainty, complexity, and ambiguity are now normal. That reality is
forcing more decisions to be made faster, across more functions, with
higher stakes.

This creates a problem, not in lack of data, but in the
difficulty of turning changing conditions into coordinated action while
outcomes are still changeable.

UNLOCKING BILLIONS IN VALUE FOR CLIENTS IN 30+ INDUSTRIES

In this whitepaper, you’ll learn about:

Neuro-Symbolic AI
Neuro-symbolic AI is a hybrid AI approach designed to create smarter, safer, and more trustworthy artificial intelligence by intentionally combining the core strengths of two distinct AI paradigms: neural AI and symbolic AI.
Improved Plan-to-Outcome Performance
Leaders can expect faster cycle times from signal to decision to execution, improved plan-to-outcome performance, and learning loops that strengthen policies and playbooks.
The 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.

“Neural capabilities are becoming widely available. The lasting advantage will belong to organizations that can build high-quality symbolic foundations, which requires deep domain expertise and long-term investment. o9 has been doing exactly that since 2010.”

Dr. Ashwin Rao

Executive Vice President, AI Strategy and R&D

Enterprises don't struggle to gather data. They struggle to turn it into action while it still matters.

By the time the root cause is clear, the window to respond has often closed. This whitepaper outlines how neuro-symbolic AI changes that equation, giving leaders a path from signal to grounded, governed decision in the same cycle the problem appears.

Explore these key questions

Because LLMs alone can't handle decision rights, financial guardrails, or audit trails. They produce outputs that sound plausible, but can't be governed or acted upon at scale.

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.

“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.”

Dr. Ashwin Rao

Executive Vice President, AI Strategy and R&D

How Neurosymbolic AI helps today's enterprise leaders

Neurosymbolic AI is a hybrid AI approach designed to create smarter,
safer, and more trustworthy artificial intelligence by intentionally combining the core strengths of two distinct AI paradigms: neural AI and symbolic AI.

In essence, neuro-symbolic AI yields systems that can both learn like human
intuition and reason like human experts.

Leaders can expect faster cycle times from signal to decision to execution, improved plan-to-outcome performance, and learning loops that strengthen
policies and playbooks.

Learn everything about Neurosymbolic AI at o9 by downloading our White Paper below.