Manage AI Adoption Risks
De-risk AI adoption
Scale AI development securely. Govern at machine speed. Reduce security risk.
Manage AI exposure across your enterprise—from apps using AI, to your code and apps written by AI.
Why traditional security can’t keep up
AI is transforming software development—accelerating delivery, increasing code velocity, and enabling teams to spin up new applications in minutes. But this speed expands exposure across repos, services, and cloud environments, creating AI adoption risks that traditional security tools cannot manage.
Expanding Attack Surfaces
AI models, frameworks, and libraries are now embedded throughout your applications. Without real-time visibility into where these components exist and how they change, organizations can’t establish governance or enforce controls.
Shadow Applications & Infrastructure
AI can generate entire applications, APIs, IaC, and container definitions instantly. These hidden assets often bypass inventories, CI/CD processes, and security gates—expanding the attack surface without visibility.
The Ownership Problem
When AI generates code, assigning accountability becomes complex. Developers’ and even non-developers’ vibe-coding further amplifies the problem. Without clear ownership, security findings remain unresolved and remediation stalls.
The undeniable velocity of AI-generated code & apps
More code checked in by developers during 20251 versus 3 years prior
Of software engineers will use AI code assistants by 20282
Of software defects will stem from insufficient human oversight of AI-generated code by 20272
1 Source: GitClear, “Data on AI Impact: Changes to Developer Productivity from 2022 to 2025”, October 2025
2 Source: Gartner Magic Quadrant for AI Code Assistants, August 2024
How ArmorCode Helps
De-risking AI today, not tomorrow
Govern AI adoption without slowing development. ArmorCode delivers unified visibility, intelligent prioritization, automated ownership attribution, and continuous monitoring—all from a single AI-powered platform that scales with your code velocity.
Code Insights
Automatically classify code repositories to understand what’s being built and who’s building it. Detect material code changes that require closer security review, including AI-generated commits and framework additions.
Hidden Asset Discovery
Automatically identify AI-generated containers, APIs, and infrastructure defined within code repositories before they reach production. Prevent shadow IT and establish governance at shift-left.
Intelligent Correlation Engine
Automatically processes findings across the enterprise to eliminate noise and identify root causes. Reduce alert volume by up to 90% so your team focuses on what truly matters—not duplicates. This is how you can match AI’s velocity with machine-speed security intelligence.
Developer Ownership Attribution
Map code changes and findings back to the commit authors for accountability. Enable faster ticket assignment, automated SLAs, and improved collaboration between security and development teams.
Cloud-to-Code Correlation
Trace runtime vulnerabilities back to their exact source file, repo, and developer. Identify AI-generated infrastructure misconfigurations instantly—before they reach production. Maintain accountability for every container, manifest, and IaC artifact at the speed of vibe-coding.
MCP-Enabled Security Intelligence Hub
Serve security context to AI agents via Model Context Protocol. Enable IDE-native workflows where developers receive real-time security feedback from ArmorCode during development.
Anya: Agentic AI Security Champion
Replace complex dashboards with natural language conversations. Get role-specific insights, remediation guidance, and contextual analysis from your security data at machine speed.
Customer Testimonials
ArmorCode customers are scaling AI securely
“[ArmorCode] is effective in unifying security findings and using AI to prioritize critical vulnerabilities. It seamlessly integrates with existing workflows and offers proactive remediation of issues. Aggregating security findings from multiple tools in an enterprise is a challenge. ArmorCode has helped us overcome this challenge to a large extent.”
“[ArmorCode is a] key element for our risk reduction program in a large scale matrix organization.”
“ArmorCode provides a comprehensive platform to ingest data from multiple security tools, integrations and also derive risk based metrics, allowing to manage the risk in an effective manner.”
