**DEDMAS (Deduct Operational Entropy Management System)** is an AI-driven cloud governance framework built on AWS using Amazon Bedrock, Lambda, Step Functions, DynamoDB, and Python. It autonomously discovers unused cloud resources, analyzes dependencies, assesses cost and security risks, and recommends safe remediation with human approval when required. DEDMAS reduces operational entropy, improves cloud security, and optimizes infrastructure costs at enterprise scale.