Neuro-Symbolic Agents for Business AI: Use Cases and Key Capabilities

The emergence of AI agents powered by foundation models (FMs) has opened new possibilities for enterprise automation, offering powerful reasoning and planning capabilities with minimal setup — but foundational models have limitations. In this report, discover how neuro-symbolic agents solve those limitations, equipped with a powerful foundation model, and also a symbolic executor that faithfully carries out the execution plans designed by the foundational model for smarter, more transparent, and more resilient automation that can adapt over time — without sacrificing control or efficiency.

Inside this report, you’ll find:

• The challenges of foundational models for AI agents
• How a neuro-symbolic approach addresses these challenges
• A real-world use case illustrating its value in complex, variable workflows
• How this technology evolves with use, making automation more scalable and sustainable