Amazon Bedrock Automated Reasoning

Overview

Amazon Bedrock Automated Reasoning provides mathematical verification of AI-generated responses against formal policy rules, achieving up to 99% verification accuracy. Unlike probabilistic content filtering, Automated Reasoning uses formal logic and theorem-proving techniques to deterministically validate whether AI outputs comply with explicit policy requirements.

GA Status: Generally Available as of December 2025

Key Innovation: Combines generative AI flexibility with formal verification precision—get creative, contextual responses that are mathematically proven to comply with your policies.

How It Works

1. Policy Definition: Upload policy documents (PDF, Word, text) containing rules and requirements
2. Rule Extraction: AWS extracts formal logical rules from natural language policies
3. Verification: Each AI response is mathematically validated against extracted rules
4. Results: Valid (complies), Invalid (violates policy), or No Data (insufficient information)

Core Capabilities