AI-Driven Vulnerability Management
Combining automated detection, AI-assisted analysis, and expert security review, our service identifies potential security issues and helps organizations improve the efficiency and quality of security assessments.
Continuous Asset Changes Create New Vulnerability Scanning Challenges
As business systems, internet-facing assets, and technology environments continue to evolve, organizations must balance scanning coverage, result quality, risk prioritization, and remediation. Only then can vulnerability scanning deliver meaningful security value.
# 01
Continuously Changing Asset Scope
Assets are launched, modified, and expanded rapidly. Manually maintained scanning targets can easily become incomplete or outdated.
# 02
High Volumes of Scanning Results
Large numbers of findings and duplicate records increase the burden of manual review, making it difficult for security teams to quickly identify issues that require attention.
# 03
Unclear Risk Priorities
Technical severity alone does not fully reflect business impact. Asset context and business relevance must also be considered when determining remediation priorities.
# 03
Disconnected Scanning & Remediation
When scanning reports lack sufficient context and actionable recommendations, development, operations, and project teams may struggle to move remediation forward efficiently.
AI Transforms Vulnerability Management
Within clearly defined authorization and scanning boundaries, automated scanning and AI-assisted analysis improve assessment efficiency, while security experts validate, prioritize, and organize critical findings.
# 01
Scanning Target and Scope Planning
Define scanning targets, implementation boundaries, testing windows, and coordination requirements according to the client’s asset environment and assessment objectives.
# 01
Automated Scanning and AI-Assisted Analysis
Conduct automated assessments on agreed targets and use AI to consolidate, correlate, and analyze identified findings.
# 01
Expert Security Review & Reporting
Security experts review critical findings and organize risk descriptions, priorities, and remediation recommendations based on asset context.
# 01
Remediation Tracking & Verification Support
Organize findings into actionable remediation items and support relevant teams in tracking progress, validating fixes, and conducting follow-up reviews.
Vulnerability Scanning for Common Enterprise Scenarios
# 01
Internet-Facing Asset Vulnerability Scanning
Assess externally accessible applications and internet-facing assets to help identify potential risks across the organization’s external attack surface.
Internet-Facing Assets
External Exposure
Risk Discovery
# 02
Pre-Launch Scanning for Critical Systems
Conduct vulnerability scanning before launching new systems or releasing major versions, providing security assessment results to support review and release decisions.
Pre-Launch Assessment
Version Release
Security Review
# 03
Periodic Scanning for Critical Assets
Perform recurring assessments of core applications and critical infrastructure to maintain visibility into security risks and changes over time.
Critical Assets
Periodic Assessment
Risk Monitoring
# 04
Change-Driven and Special-Purpose Security Scanning
Provide targeted vulnerability scanning for architecture changes, system migrations, major business events, and specialized security assessment requirements.
System Changes
Special-Purpose Assessment
Major Business Events
……
A Service Process from Scanning Preparation to Report Delivery
1
Scanning Requirement Confirmation
Confirm scanning objectives, asset scope, assessment priorities, implementation windows, project contacts, and delivery requirements.
2
Authorization & Scanning Preparation
Verify scanning authorization, target accessibility, and required environment information, and define the implementation plan and necessary precautions.
3
Automated Vulnerability Scanning
Execute scanning within the agreed scope and time window, recording the assessment process and initial findings.
4
AI-Assisted Analysis & Expert Review
Use AI to organize and correlate scanning findings, followed by expert review and classification of critical risks.
5
Reporting & Remediation Support
Deliver the vulnerability scanning report and remediation recommendations, and communicate critical findings with the relevant teams.
Clear, Actionable Vulnerability Scanning Outcomes
Typical Deliverable
A structured vulnerability scanning report covering the assessment scope, identified risks, severity classifications, critical findings, and remediation recommendations, helping clients establish clear priorities and follow-up actions.
Improve Scanning Efficiency & Coverage
Automated detection and AI-assisted analysis improve the efficiency of assessing large numbers of targets and processing scanning results.
Reduce Manual Review Effort
AI helps consolidate duplicate findings, organize relevant context, and highlight issues requiring further attention, reducing the workload associated with manual screening.
Clarify Remediation Priorities
Findings are prioritized according to severity, asset context, and potential business impact, helping teams focus on critical risks.
Support Ongoing Security Assessments
Scanning scope and result records are retained to support periodic assessments, targeted reassessments, and future security reviews.
