AI based remediation workflows
Security teams are overwhelmed by the volume of vulnerabilities. AI based remediation automates the process, allowing teams to focus on strategic work.
Challenges
As development speed increases, remediation efforts can’t keep pace.
Manual remediation efforts and lack of context cause time consuming processes that ultimately result in vulnerabilities being stuck in the backlog waiting to be fixed.
Remediation backlogs
As AI accelerates code generation, the sheer volume of new code is growing exponentially, creating an explosion in security findings and a massive remediation backlog.
Lack of context
Developers often lack context needed to fix vulnerabilities effectively, particularly with complex SAST findings or transitive open-source dependencies. This leads to slow, inefficient fixes and increased mean time to remediation (MTTR).
Time-consuming workflows
The manual process of identifying, prioritizing, and fixing flaws in both custom code and open-source libraries is a major drain on time and resources, diverting attention from proactive security measures.
Opportunities
Leverage AI for autonomous remediation.
AI based remediation helps organizations keep pace by quickly fixing vulnerabilities and reducing the time and resources needed for manual intervention.
Automated SAST remediation
Reduce remediation time from hours to minutes. AI can analyze SAST findings, understand the application’s code and context, and generate precise, developer-ready code fixes.
Streamlined SCA remediation
Minimize the risk of breaking changes. For open-source vulnerabilities, AI can identify the correct version update or patch to remediate a flaw. It can also analyze the dependency graph to recommend the most efficient fix.
Increased efficiency and focus
Receive clear, actionable fixes directly in developer’s workflow, and free up time for security professionals to focus on high-impact tasks like threat modeling and architecture reviews, by automating the most labor-intensive parts of the remediation workflow with AI.
The solution
Mend AI
Built to secure your AI powered applications with full visibility, behavioral testing, and governance designed for reduced AI risk.