Ship Faster. Ship Governed.
DevOps teams optimize for velocity. Security teams optimize for safety. These goals collide daily. ElixirData's Context Graph gives AI agents the unified view of code and compliance requirements — enabling agentic automation that accelerates delivery while enforcing security at every pipeline stage
The Challenge
Velocity and Security Are at War Because Context Is Missing
DevOps pipelines move fast but lack context, while security tools flag issues without deployment awareness, creating friction, delayed releases, and growing technical debt
Infrastructure reality drifts from declared intent
DevOps pipelines are fast but blind
Security tools lack deployment context
Compliance reviews remain binary and manual
Explore Context OS
Security Scanning
SAST and DAST tools flag vulnerabilities without knowing deployment exposure or compensating controls, leading to wasted triage effort
Infrastructure Drift
Infrastructure as Code declares intent, but reality drifts without a Context Graph mapping actual versus declared state
Binary Compliance
Security reviews act as approve or reject checkpoints, slowing pipelines without graduated governance based on deployment risk
Technical Debt
Security exceptions accumulate over time as friction delays releases and unresolved risks become embedded in production systems
How It Works
How AI Agents and Context Graph Transform DevSecOps
ElixirData compiles code context, infrastructure state, security findings, and compliance requirements into a unified Context Graph. AI agents reason across this graph to automate pipeline decisions — with governance that scales with risk
Context Graph for DevSecOps
Maps the complete delivery landscape including repositories, pipelines, infrastructure state, security findings, dependencies, and compliance requirements
Security finding context with deployment awareness
Code-to-production mapping across environments
Dependency graph across services and releases
Outcome: Infrastructure drift detection against declared state
Governed Pipeline Agents
AI agents automate pipeline decisions within structural boundaries, scaling approvals and reviews based on deployment risk
Risk-based approval for low-risk changes
Automated security review for medium-risk deployments
Deployment authority within defined governance boundaries
Outcome: Rollback governance with full contextual visibility
Security Evidence Chain
Every pipeline decision generates a Decision Trace capturing reviewed code, security checks, accepted risks, approvals, and compliance artifacts
Pipeline decision traces for every deployment
Security review evidence linked to releases
Compliance artifacts generated during delivery workflows
Outcome: Audit-ready deployments with complete approval history
Capabilities
What DevOps & DevSecOps Gets With ElixirData
ElixirData extends DevOps and DevSecOps with contextual intelligence, risk-aware automation, and governance that scales seamlessly with deployment complexity
Contextual Vulnerability Triage
AI agents enrich security findings using Context Graph data across code, infrastructure, and deployments
They determine exposure, internet accessibility, and compensating controls before teams begin remediation triage
Reduce false positives with deployment-aware vulnerability prioritization
Infrastructure Drift Detection
The Context Graph continuously compares declared Infrastructure as Code with actual runtime environments
Agents detect configuration drift, assess security impact, and trigger remediation or governed escalation
Prevent automation on misaligned or insecure infrastructure foundations
Risk-Scaled Pipeline Governance
Governance as a Gradient applies proportional controls based on contextual deployment risk levels
Low-risk changes auto-approve, medium-risk trigger automated review, high-risk require human authority
Accelerate delivery without compromising production safety controls
Dependency Intelligence
The Context Graph maps libraries, services, APIs, and infrastructure dependencies across environments
When new vulnerabilities emerge, agents instantly identify affected services and production exposure
Prioritize remediation based on real operational impact
Governed Deployment Automation
AI agents manage deployment sequencing, canary evaluation, and rollback decisions within defined authority boundaries
Production deployments require appropriate approvals, while staging and low-risk releases auto-approve
Enable safe automation with embedded governance controls
Continuous Compliance Evidence
SOC 2, ISO 27001, and FedRAMP evidence generates automatically from pipeline Decision Traces across environments and releases
Compliance artifacts are continuously created during delivery workflows without separate manual evidence collection processes
Make compliance a natural byproduct of shipping software
Use Cases
DevOps & DevSecOps Scenarios
From pull request reviews to production deployments and compliance enforcement, ElixirData agents use the Context Graph to automate decisions, assess risk, and produce governed evidence across the entire delivery lifecycle
Integrations
Connects to Your Existing Stack
ElixirData seamlessly integrates with the tools your development teams already use, including code generation, testing frameworks, security scanners, and deployment platforms
CI/CD
Security Scanning
Infrastructure
Cloud Platforms
FAQ
Frequently Asked Questions
Each deployment passes a Policy Gate that evaluates contextual risk signals. Low-risk changes auto-approve, while critical production deployments require human authority
Raw vulnerability scans create thousands of alerts. The Context Graph adds deployment and exposure context to identify real production risk, typically cutting actionable findings by about 70% so teams focus only on critical vulnerabilities
ElixirData integrates into existing pipelines, adding contextual security reviews, risk-based approvals, and automated compliance evidence without changing orchestration
Pipeline Decision Traces generate audit-ready evidence aligned with SOC 2, ISO 27001, PCI-DSS, FedRAMP, and HIPAA
Ready to Transform DevOps & DevSecOps?
See how ElixirData's Context OS and AI agents deploy over your existing devops & devsecops stack in 4 weeks