See your exposure.
Connect isolated findings into a complete picture of your attack surface. Find the gaps between your tools.
Explore visibility ↗ CLOUD. CODE. AI. ONE CLEAR PERSPECTIVE.
See the whole picture.
Secure what’s next.
From your first line of code to your next AI workload, put every exposure in context. Give security and engineering a shared understanding of risk—and a clear direction forward.
◉ A shared perspective for security and engineering.
SECURITY, IN PERSPECTIVEPLATFORM CONCEPT
◈skur.ai
⌘CODE
☁CLOUD
✳AI MODELS
▧DATA
♧IDENTITY
↗
See the full attack pathExposure → identity → sensitive data
●ONE CONNECTED PERSPECTIVE● Context connected
A CONNECTED SECURITY STRATEGY.
Across your modern stack.
aws⌣◫ Microsoft Azure☁ Google Cloud⌘ GitHub⎈ KubernetesAcross your modern stack.
THE SKUR.AI PLATFORM
One platform perspective.
Every layer in focus.
Security is stronger when everything connects. Bring your environment into focus, understand what’s exposed, and give your team a clear path forward.
CLOUD SECURITYYour entire cloud.
Your entire cloud.
Nothing in the shadows.
Build a connected picture of your cloud assets, identities, and data. Bring hidden exposures to the surface and understand how small risks can become bigger threats.
Start the conversation ↗Environment overviewIllustrative data
Connected assets2,408
Priority paths08 ↗
☁ Production environmentConnected
⌘ Application servicesConnected
▧ Data infrastructureConnected
◈ Context makes the difference.
FROM COMPLEXITY TO CONFIDENCE
Know what matters.
Move with purpose.
Find the real risk.
Put exposures in context with identity, reachability, and business impact. Focus attention where it counts.
Explore prioritization ↗Make the next move.
Bring security and engineering together around clear ownership and practical steps toward remediation.
Explore remediation ↗DEPTH WHERE IT MATTERS
Complex environments.
Connected answers.
Build your security program around the relationships between infrastructure, applications, identities, and the information they protect.
Cloud posture
Understand configuration gaps across accounts, services, and workloads. Connect exposure to the environment it could affect.
- Asset and configuration visibility
- Internet-facing service review
- Misconfiguration prioritization
Application & code
Bring risk conversations back to the source, with context that helps developers understand and resolve findings.
- Repository and service ownership
- Dependency risk context
- Infrastructure-as-code review
AI & data exposure
Explore the models, integrations, and data flows behind AI applications. Know where sensitive information can travel.
- AI service and model inventory
- Sensitive data access mapping
- Agent and tool permission review
Identity & access
Look beyond isolated permissions to understand effective access and the paths that lead to critical resources.
- Human and workload identities
- Excessive privilege review
- Access path investigation
FROM FINDING TO FORWARD MOTION
Make context
work for your team.
A repeatable workflow brings order to security decisions. Start with visibility, then connect the evidence to the people who can act.
Discover
Establish an inventory of cloud resources, application services, identities, and AI dependencies.
Connect
Trace relationships between exposed assets, permissions, and sensitive data to understand plausible attack paths.
Prioritize
Review reachability, potential impact, and business context to choose the work that matters first.
Resolve
Assign an owner, document the required change, and verify that the remediation closes the exposure.
EXAMPLE SECURITY WORKFLOWExposure → Context → Ownership → Verified resolution
ONE PICTURE. SHARED OWNERSHIP.
Different roles.
The same direction.
Bring the right context to every conversation, from technical investigation to the next leadership review.
Security leaders
Frame risk around business priorities. Create a common language for exposure, ownership, and remediation progress.
Cloud & security teams
Investigate the relationships behind a finding. Understand the potential blast radius before deciding what to do next.
Engineering & DevOps
Get actionable context close to your services and repositories. Understand the why behind the fix.
A SHARED PERSPECTIVE
Built for builders.
Made for defenders.
Great security should move your business forward. Our approach brings teams, tools, and context together—so protecting what you build becomes part of how you build.
Meet your next perspective ↗THE CONNECTED SECURITY MODEL
Understand the system.
See the relationships.
A conceptual architecture showing how security evidence can come together. Relationships help explain why an exposure matters and who can resolve it.
REFERENCE ARCHITECTURE · CONCEPTUAL MODEL
☁Cloud infrastructureResources · network exposure
⌘Source codeRepositories · dependencies
♧IdentitiesRoles · effective permissions
✳AI servicesModels · tools · endpoints
▧DataClassification · access
◈
Security context layer
Asset relationships + exposure evidence + ownership + business context
↓ Understand plausible attack paths↓ Prioritize investigation↓ Route actionable remediation
Read from top to bottom: evidence sources inform a shared context model, which supports investigation and remediation decisions. This diagram describes an approach, not confirmed integrations.
FOLLOW THE EVIDENCE
A finding is a signal.
A path tells the story.
Explore a hypothetical path from an exposed application to sensitive storage. Select a step to review its risk, example evidence, and suggested action.
INTERACTIVE EXAMPLE · HYPOTHETICAL ENVIRONMENT
RISK TO INVESTIGATE
An application is reachable from the internet.
Reachability creates an entry point. It does not prove compromise; review the service configuration and application behavior.
EXAMPLE EVIDENCE
A public load balancer routes traffic to the application service. An inbound rule allows HTTPS from any address.
SUGGESTED ACTIONConfirm public access is necessary. Review authentication, patch status, and network restrictions with the service owner.
An attack path is a hypothesis to validate. Exposure and permissions alone do not demonstrate an exploitable vulnerability or an active incident.
A WORKING VIEW OF RISK
Make progress
visible.
Example reporting views for a security review. Read the trend alongside coverage and open work; a lower finding count alone does not establish a safer environment.
Open priority findings24Week 6 snapshot
Assets assessed216 / 24090% of sample inventory
Remediations validated18Completed during sample period
Awaiting validation06Changes require verification
View chart data
W1: 48 · W2: 42 · W3: 45 · W4: 36 · W5: 29 · W6: 24
Critical
2
High
6
Medium
12
Low
4
Severity is one input. Add exposure, access, and business impact before assigning priority.
● Assessed: 216 (90%)○ Not assessed: 24 (10%)
Review the unassessed assets before interpreting the findings trend as complete.
Open9
In progress7
Awaiting validation6
Validated18
A CLOSED LOOP FOR SECURITY WORK
Finding the issue
is only the beginning.
Discover
Identify assets and findings. Record the source and observation time.
Investigate
Check reachability, permissions, and the evidence behind the finding.
Prioritize
Combine potential impact with business context and urgency.
Assign ownership
Route work to a named service owner with an agreed next step.
Remediate
Apply the reviewed change through your normal engineering process.
Validate
Recheck the original evidence and confirm the exposure is resolved.
↶ If validation fails, return to investigation with the new evidence.
PLAN THE CONVERSATION
Coverage with
a clear purpose.
Use this reference matrix to scope your security requirements. These are discussion areas; specific product capabilities and integrations need confirmation.
| Security area | Question to answer | Evidence to review | Practical next step |
|---|---|---|---|
| Cloud posture | What is exposed or misconfigured? | Resource inventory, network rules, configuration snapshots | Review public access and baseline settings with cloud owners. |
| Application security | Where should a fix happen? | Repository ownership, dependencies, deployment configuration | Route a reproducible finding to the responsible engineering team. |
| Identity risk | Who or what can reach a critical resource? | Roles, trust policies, permission grants, access logs | Validate access needs and remove unnecessary permissions. |
| Data exposure | Which sensitive data could be accessed? | Data classification, storage policies, access relationships | Confirm intended access and tighten the relevant controls. |
| AI security | What can an AI service or agent access? | Model endpoints, tool permissions, data flows, service identities | Review tool access boundaries and sensitive data handling. |
PUT THE CONTEXT TO WORK
Real questions.
Practical next steps.
Prepare for the risk review.
Scenario: Finding counts have fallen, but assessment coverage has also dropped.
Next step: Review coverage gaps alongside open priority findings. Agree on which critical services need assessment before reporting progress.
Review a public workload.
Scenario: An internet-facing service uses a role with broad storage access.
Next step: Confirm exposure is intended, trace effective permissions, and work with the owner to reduce access without breaking the service.
Fix with the right context.
Scenario: A finding points to configuration generated by infrastructure as code.
Next step: Update the source definition, review the change, deploy it, and validate that the running environment reflects the fix.
FIELD NOTES
A sharper perspective.
CLOUD / CONTEXT ◎
THE FUNDAMENTALS · 4 MIN READWhy context changes cloud security.
Read field note ↗AI / EXPOSURE ✳
NEW PERSPECTIVES · 3 MIN READYour AI stack is part of your attack surface.
Read field note ↗PEOPLE / PROGRESS ⌁
TEAM PLAYBOOK · 3 MIN READClose the gap between finding and fixing.
Read field note ↗A LITTLE MORE CLARITY
Good questions.
Clear answers.
Start a conversation about your environment, your priorities, and what a connected approach could look like.
What is skur.ai focused on?
skur.ai focuses on a connected approach to cloud, application, and AI security: understanding how assets, access, and data relationships shape risk. Contact us to discuss the scope and capabilities available for your organization.
How does context help prioritize security work?
A finding alone does not tell the whole story. Reachability, permissions, data sensitivity, and service ownership help teams understand potential impact and decide what to investigate or remediate first.
Can we discuss our existing security tools?
Yes. Share your cloud platforms, development workflow, and current security tooling during an introductory conversation. We can discuss your requirements and confirm integration availability before you make a commitment.
Is the dashboard on this site live customer data?
No. The dashboard and security graph are illustrative product concepts. The asset counts and connection states are example data, not live monitoring or customer results.
How do we get started?
Email hello@skur.ai with your company name, cloud environment, and the security challenges you want to address. Please do not include credentials, sensitive findings, or confidential customer data.
YOUR NEXT MOVE STARTS HERE
A clearer view.
A stronger defense.
Let’s explore what connected security could look like for your team.
Talk to skur.ai ↗Opens your email app · hello@skur.ai