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Continuous Assessment and Remediation Engine for Software & AI
Assess real code-to-cloud risk and auto-remediate at machine speed for AI-generated software.
AI Agents That Fix Issues at Machine Speed
OpsMx remediation agents automatically fix vulnerabilities, IaC misconfigurations, cloud risks, and policy violations across code and cloud — safely and correctly.
Action, not alerts.
Actions Embedded in Developer & Ops Workflows
OpsMx executes fixes inside existing tools — IDEs, CI/CD pipelines, ticketing systems, and cloud platforms without disrupting developer flow.
No context switching. No friction.
Risk Decisions with Full Context
OpsMx evaluates risk using exploitability, reachability, blast radius, ownership, and policy — not raw severity scores.
Context turns signals into decisions.
Decide What to Fix — and How
OpsMx applies workflows, authorization, and policy controls to determine what can be fixed automatically, what needs approval, and what should be blocked.
Autonomy with governance.
Always-On Ingestion from Code to Cloud
OpsMx continuously ingests signals from repositories, AI prompts, pipelines, artifacts, deployments, runtime, identities, and tickets.
No snapshots. Always current.
A Living Model of Your Delivery System
OpsMx builds and maintains a contextual knowledge graph that understands relationships, dependencies, ownership, and exposure across your entire software and AI lifecycle.
Understanding before action.
OpsMx understands reality continuously, decides intelligently, and acts safely — at the speed AI builds software.
AI assistants for developers, security, and operations
Each team gets the help they need powered by the same context graph.
Developer Assistant
Fix issues without breaking flow
- PR-ready fixes for vulnerabilities & IaC
- Clear explanations of why it matters
- No more guessing or ticket ping-pong
“Tell me what to fix and how.”
Security Assistant
Focus on real risk, not raw findings
- Exploitability-based prioritization
- Policy enforcement before production
- Continuous compliance & audit trails
“Tell me what actually matters.”
DevOps / SRE Assistant
Prevent incidents, not just react
- Deployment diagnostics
- Misconfiguration detection
- Automated remediation & rollbacks
“Tell me what’s about to break.”
The Contextual Knowledge Graph behind everything OpsMx does
All OpsMx assistants and automations are powered by a continuously updated knowledge graph that understands your entire delivery system.
Trusted by Teams Solving Software & AI Security at Massive Scale
"Cisco has improved release speed for key applications from once per month to multiple times per day." 
Resources
Datasheet: Comprehensive Application Security
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eBook: Application Security That Pays for Itself
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