Service
AI Development & Integration
Company
A Cybersecurity Firm
The client is a fast-growing cybersecurity services firm specializing in Vulnerability Assessment and Penetration Testing (VAPT). To meet rising demand from 200+ enterprise clients across finance, healthcare, and technology, they needed to automate and scale security testing capabilities and reduce time-to-insight for critical vulnerabilities – all while maintaining quality standards.
The client’s VAPT operations were built on manual workflows and disconnected security tools. Security teams struggled to coordinate tool execution, correlate findings across stages, and deliver consistent, timely insights.
Manual Orchestration
Tools were operated in isolation without sequencing or automation.
Disjointed Workflows
Fragmented system to manage testing - reconnaissance, exploitation and reporting.
Delayed Insights
Manual correlation of findings , slow remediation and weak response times.
Limited Scalability
Human-dependent processes couldn't keep pace with growing client needs.
Inconsistent Reporting
Report quality varied across engagements due to lack of standardization.
Time-Consuming Research
Engineers spent significant time mapping vulnerabilities to known exploits manually.
The Challenges
Our client needed to transform their VAPT operations to meet increasing demand while maintaining thoroughness and accuracy in security assessments, including automated exploit research and vulnerability correlation.
Our Impactful Actions
We delivered the GenAI VAPT Orchestrator – an intelligent, AI-powered platform that helped them move from manual tool coordination to automated, intelligent orchestration. We focused on AI-driven decision making, real-time execution, and comprehensive reporting with automated exploit research.

AI-Powered Planning
Smart planning agent sequences tools and strategies dynamically based on objectives and target surfaces.

Natural Language Interface
Engineers describe goals in plain English; the system translates them into executable test plans.

Autonomous Tool Execution
Multi-tool orchestration with real-time coordination and dependency management.

Live Communication
WebSocket-based architecture offers instant updates on test progress and threat detection.

Exploit Intelligence
Automated Exploit-DB integration surfaces known exploits for detected vulnerabilities.

Cross-Tool Correlation
AI synthesizes findings from multiple tools into prioritized, actionable outcomes.

Contextual Reporting
AI-generated summaries deliver clear, strategic insights to both technical and business stakeholders.
Benefits Achieved Our Client
We helped our client scale their VAPT operations with intelligent automation, real-time execution, and actionable insights.

Smarter Testing at Scale
Replaced fragmented tools with an AI-powered orchestration platform purpose-built for enterprise-grade VAPT.

70% Faster Assessments
Automated tool coordination and planning cut down testing time from weeks to days across engagements.

Real-Time Visibility
Live WebSocket updates gave teams instant access to test progress, findings, and threat discoveries.

3x Operational Capacity
The platform enabled triple the concurrent testing volume - without increasing team size.

Reduced Manual Workload
Engineers spent less time on tool execution and research, and more on strategic security recommendations.

Standardized Reporting
AI-generated summaries ensured consistent, high-quality outputs across every security assessment.

Prioritized Threat Response
Cross-tool vulnerability correlation and exploit mapping helped teams focus on the most critical issues first.

Automated Exploit Mapping
Integrated exploit research eliminated manual lookup, accelerating threat validation by over 80%.
Technology Stack
A comprehensive technology stack combining advanced security tools, automation frameworks, and AI-driven analytics to streamline and scale VAPT operations
High Level Architecture