CoreStack Graphion: Unified Visibility for Modern Enterprise Security

Insights on connecting Dev, SecOps and Ops with intelligence
— By Sudhir Duggineni, Technical Product Manager (Security), Karthik Consulting

The Visibility Gap: The First Barrier to Enterprise Security
Enterprises often start their security journey fragmented, with siloed teams, tools, and datasets across Dev, Sec, and Ops.

• The Dev team focuses on dependencies and SBOMs.
• The SecOps team monitors cloud posture and threats.
• The Ops team ensures systems stay running and compliant.

Each sees only part of the puzzle. The result is a patchwork view that hides the true scope of risk. Vulnerabilities in one layer — such as a vulnerable open-source library — may ripple through containers, APIs, or cloud workloads, but without a unified knowledge model, those connections remain invisible.

This lack of visibility is why identifying presence (where vulnerabilities exist) and prevalence (how often and widely they appear) is so critical. It’s the difference between chasing isolated alerts and managing risk strategically.

Connecting the Layers: From SBOM to IBOM
A complete vulnerability picture requires visibility across every layer:

• Software Supply Chain (SBOM): Ingestion and correlation of open-source and third-party component vulnerabilities.
• Infrastructure (IBOM): Detection of misconfigurations, exposed services, and unpatched workloads.
• Containers & APIs: Runtime and interface visibility where vulnerabilities are often re-introduced.

These layers cannot be treated independently. A vulnerability in a base image can propagate to hundreds of container workloads. A misconfigured IAM policy can expose an entire fleet of vulnerable applications. Only by connecting these layers can an enterprise assess true prevalence and prioritize what really matters.

The Graphion Advantage: Knowledge-Connected Visibility
Graphion takes a fundamentally different approach. At the core of Graphion’s platform is a knowledge model that unifies data from the supply chain, infrastructure, and cloud environments into a single, queryable ontology. This enables:

• Cross-layer Reasoning: Understand how vulnerabilities in software components manifest in deployed workloads.
• Contextual Prioritization: Identify which vulnerabilities actually pose risk based on exposure and impact.
• Conversational Exploration: Use Graphion’s agentic AI to ask complex questions like:
  “Which high-severity CVEs affect both my customer-facing APIs and our container base images?”

This knowledge-driven approach transforms raw vulnerability data into actionable intelligence, empowering security and DevOps teams to move from visibility to remediation faster.

Presence and Prevalence as the Foundation of Risk Reduction
Before enterprises can remediate or automate, they must first see clearly and comprehensively. Understanding the presence and prevalence of vulnerabilities provides:

• A factual baseline for measuring risk.
• The ability to prioritize by impact instead of by alert volume.
• The foundation for continuous posture improvement across the entire attack surface.

It’s not enough to know that vulnerabilities exist — organizations must know where, how often, and why they persist.

Radical Visibility Is Table Stakes Toward a Secure Enterprise
In the evolving security landscape, visibility is no longer optional. Enterprises that can identify and understand the presence and prevalence of vulnerabilities across their software supply chain, infrastructure, APIs, and containers are best positioned to respond intelligently and reduce risk efficiently.

Graphion’s unified knowledge model delivers precisely that: visibility with context, across all layers of the enterprise. You can’t fix what you can’t see, and you can’t prioritize what you don’t understand.

Join the Preview
Select enterprise and federal partners are now onboarding to the Graphion early access program, gaining firsthand access to its powerful graph-based security engine and AI-driven insights.

To request access to the preview, visit corestack.io/graphion.