# Remediation Agents & Factory Overview

Identifying risks is only the first step—organizations need to fix them quickly and safely. OpsMx provides remediation agents that can recommend, automate, and verify fixes across code, infrastructure, cloud, and deployment systems, while operating within governance and policy boundaries.

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As applications, AI skills, agents, first-party code, third-party components, and open-source software move from code to production, new risks, attack surfaces, and attack paths emerge across the lifecycle. OpsMx Delivery Shield is designed to continuously assess, prioritize, and remediate these risks across code, cloud, delivery, and runtime, giving organizations a unified platform to stay secure as systems evolve.

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