What the Security
Knowledge Graph™ does for your team
Cyscale Security Knowledge Graph™ maps the relationships behind cloud security decisions: resources, identities, permissions, workloads, data stores, vulnerabilities, code, AI systems, controls, and owners.
Instead of leaving teams with isolated findings, it explains why a finding matters: whether it is exposed, reachable, tied to sensitive data, connected to excessive permissions, or blocking a control.
For example, Cyscale can connect an identity, repository, vulnerable package, exposed workload, production environment, and database into one fact pattern.
That gives cybersecurity professionals the analysis they need to decide what to fix first without spending hours manually joining data across tools.
The Cyscale Security Knowledge Graph in a nutshell
Cloud assets, users, workloads, data, code, AI services, and controls in one model
Instant correlations across accounts, SaaS platforms, repositories, and runtime assets
Relationship context that shows what can reach, affect, or expose what
Security interpretations across diverse assets without manual spreadsheet mapping
Resource-intensive evidence collection and relationship analysis done for you
Prioritized issues that explain exposure, impact, ownership, and the next remediation step
The result is a platform that surfaces practical security facts: exposure, reachability, blast radius, ownership, compliance impact, and recommended remediation.
If knowledge graph tech is this useful, why hasn't anyone used it before?
Because manual cloud security investigation is slow.
Cybersecurity teams work across cloud APIs, identity providers, code repositories, Kubernetes, data stores, vulnerability feeds, and compliance frameworks. Each source is useful, but the security decision usually depends on how those facts relate. The Security Knowledge Graph™ models those relationships so teams can understand risk without rebuilding the evidence from scratch every time.
Cyscale combines graph analysis with years of cloud security expertise to surface the facts practitioners look for: exposure, permissions, data sensitivity, vulnerability reachability, ownership, and compliance impact. That is the heavy lifting Cyscale removes from daily triage.
How Security Knowledge Graph™ delivers knowledge-driven automation
Get truly contextual insights that incorporate your full range of cloud assets
Cybersecurity tools are often designed for specific issues. So assembling and managing each one creates a lot of overhead and drains your time, energy, and budget. We've been there too.
It's time for a new m.o.!
When you start using Cyscale, we create a micrograph for every cloud system you have. We then connect these micrographs to generate your own Security Knowledge Graph™. That's how the
Cyscale Cloud Platform gives you a truly contextual understanding of your digital assets.
Bring all your cloud data under one roof
Identify and track all your cloud entities
Remove the limitations of list-based inventories
Create rich security profiles for each asset
Valuable insights for peace of mind. :)
Identify security issues generated by cross-cloud interactions
Because each cloud asset is a node in the Security Knowledge Graph™, it's easy to see how it interacts with other entities. You can move across the graph and identify issues in a much broader, richer context - with no additional effort.
You can't achieve this when dealing with tables because rows and columns hold a limited volume of often disconnected details.
For example, if you:
- have an Okta user identity
- that has access to an endpoint (laptop) with outdated packages
- which is allowed to push to a Git repository
- and this identity also has access to an AWS production environment
- and the associated user identity has direct access to a VM/Amazon instance
- and this VM is connected to a production database containing credit cards numbers
…
then you can clearly see the risk these interactions pose in a visual format (Graph View).
Improve confidence in your security and compliance posture with real-time evidence
Cloud security can be a jungle. Data gets misplaced, duplicated, mismatched, unsecured, or simply forgotten. So when you lack visibility that goes beyond disparate reports, it's difficult to gain a strong grasp of your security posture.
With Security Knowledge Graph™ at its core, Cyscale helps you easily track security and compliance for your multi-cloud infrastructure.
Use an extensive collection of ready-to-use policies and standards with instant access to inline evidence collection for each of them.
Scale cloud security analysis without scaling manual effort
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Close visibility gaps before they become audit and remediation work
Setting up a GRC (Governance, Risk and Compliance system) system should not require weeks of evidence gathering before every review. Cyscale keeps cloud facts, ownership, control status, and remediation context connected so technical teams and management can discuss the same evidence.
The Security Knowledge Graph™ supports policy enforcement by showing which controls fail, which assets are affected, which owners should act, and how implementation changes over time.
Tackle OWASP Cloud Top 10 risks with evidence, not guesswork
Use the built-in OWASP Cloud Top 10 security policy to automatically check for alignment with this respected industry standard.
Cyscale checks how cloud assets behave across user privacy, multi-tenancy, exposure of non-production environments, SaaS relationships, and other OWASP cloud security risks.
Your team gets the evidence without running the full investigation manually.
Scale cloud security without building the analysis engine yourself
Building a cloud security relationship model in-house requires provider expertise, graph modeling, security logic, data normalization, and years of operational lessons. Cyscale gives teams that analysis foundation without turning them into a security product company. As the cloud footprint grows, the platform keeps context, prioritization, and remediation evidence aligned with the way the business operates.
Spend less time investigating and more time reducing risk.
TRY CYSCALE FOR FREEFAQs
Cyscale Security Knowledge Graph™ is the relationship model behind the platform. It connects cloud assets, identities, permissions, vulnerabilities, data stores, controls, alerts, AI services, and ownership so risk can be prioritized with context. AI Security in Cyscale builds on this graph by mapping models, agents, endpoints, datasets, vector stores, and public paths to the cloud resources around them. See how it works during the free trial - it speaks for itself!
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