GLOSSARY
What is a Reasoning Engine?
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Quick Answer
A Reasoning Engine is the core AI component that applies logical inference, domain knowledge, and learned patterns to analyze scenarios and make decisions. It evaluates evidence, applies rules, checks constraints, and generates recommendations with explainable rationale.
Definition
A **Reasoning Engine** combines symbolic AI (rules and logic) with machine learning to solve complex problems. Unlike pure neural networks that match patterns, reasoning engines understand relationships, apply constraints, and provide step-by-step explanations.
Key Points
- Applies logical inference to reach conclusions from evidence
- Combines rules-based logic with learned patterns
- Evaluates multiple hypotheses and selects best options
- Provides explainable step-by-step reasoning
- Handles incomplete information intelligently
- Core component of Intelligent Reasoning Platforms