AI Chatbot Terms > 1 min read

What is a Reasoning Engine?

A system or component that enables AI agents to perform multi-step reasoning, logic, and decision-making.

More about Reasoning Engine

Reasoning Engines are specialized systems or modules within AI architectures that allow agents to perform complex, multi-step reasoning, logical inference, and structured decision-making. These engines are often central in agentic workflows, autonomous agents, and chain-of-thought reasoning, integrating actionable knowledge and observations to generate accurate, goal-oriented actions.

Advanced reasoning engines enable support for tool use, context injection, and complex automation pipelines.

Frequently Asked Questions

Reasoning engines can handle dynamic, multi-step problems and adapt to new contexts, while rule engines follow fixed logic.

Complex planning, automated troubleshooting, workflow orchestration, and autonomous agent decision-making.

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