Case Study- Revolutionizing Security Audits with WorkOptix℠AI

From Hours to Minutes — How WorkOptix℠AI Redefined Security Audits

Profile

Dinoct handles sensitive data and operates within a complex digital landscape, maintaining a robust security posture and adhering to stringent compliance standards (e.g., HIPAA, SOC 2,etc). Regular internal security audits are a cornerstone of Dinoct’s commitment to security and regulatory adherence.

Our security team struggled with time-consuming, error-prone manual assessments across diverse infrastructure. To boost efficiency and compliance, they created WorkOptix℠AI which automates vulnerability scans, compliance checks and reporting, streamlining compliance and reducing manual effort.

Challenge

Before implementing WorkOptix℠AI, Dinoct faced several significant obstacles when conducting security audits internally and for its clients which diverted strategic focus. Some of the challenges are:

  • Disparate tools forced 5 hours of manual, error-prone audit work.
  • Incomplete asset visibility from inconsistent, manual scanning across diverse environments.
  • Manual audits meant a 12% false-positive rate, 8 lost engineer-hours and a dangerous rise in unaddressed vulnerabilities.
  • Compliance checks were fragmented and manually performed across multiple frameworks like CIS and OWASP Top 10, leading to ongoing challenges.

Solution

To overcome the above challenges, we developed WorkOptix℠AI, an end-to-end automation framework built on Python and orchestrated by a control hub. WorkOptix℠AI integrates existing open-source scanners and compliance tools into a unified, scheduled workflow, providing complete visibility and standardized reporting for security audits.

Key features include:

  • The control hub automatically orchestrates each client’s audit pipeline, executing vulnerability scans in parallel.
  • A Python module dynamically inventories assets by extracting metadata from all AWS accounts via AWS APIs.
  • A Unified Data Aggregation Engine consolidates outputs from multiple tools into a single, harmonized structure, standardizing severity labels and eliminating manual reconciliation.
  • The Automated Report Generation Module fills templates with executive summaries, key findings, compliance matrices, and trend visualizations.
  • Completed reports are instantly uploaded to the central repository, with automatic notifications sent to stakeholders via email and Slack.
  • WorkOptix℠AI offers client-specific customizations with tailored Nessus scans, compliance checks, and a live dashboard for real-time updates and critical alerts.

How It Works

WorkOptix℠AI’s automated audit workflow follows a streamlined process:

  • Trigger: Each quarter, the audit automatically triggers at 00:00 UTC on its first day.
  • Asset Inventory Collection: Cloud asset metadata (EC2, RDS, IAM, S3, VPC) is retrieved across AWS accounts and stored centrally.
  • Parallel Vulnerability Scans: Scans cover AWS accounts, servers, and external URLs, with all outputs standardized to JSON format.
  • Intermediate Data Aggregation: The scan outputs are loaded, and the aggregation engine normalizes data for summary reporting.
  • Report Generation: A preformatted Word template is populated with key insights, findings, and charts, then saved.
  • Upload to Google Drive: The final report is uploaded to a structured, view-only Google Drive folder for client access.
  • Stakeholder Notification: Report links are shared with relevant teams via email and Slack notifications.
  • Post-Audit Cleanup: Temporary scan outputs are purged to control storage costs.

Benefits

Implementing WorkOptix℠AI delivered significant advantages to Dinoct Inc. and its clients:

  • Boosted Efficiency: Audits now take 60% less time (from 5 to 2 hours), and reports are compiled 83% faster (from 1.5 hours to just 15 minutes).
  • Reduced Human Effort: Now only one engineer is needed instead of four, cutting context switching by 87% with a single, streamlined workflow.
  • Enhanced Coverage & Accuracy: Automated system boosts asset scan coverage by 30% to 100%, slashes false positives by 75% (from 12% to 3%), and increases compliance checks by a remarkable 140%.
  • Consistency & Reliability: Repeatable processes and centralized archiving ensure consistent policy coverage and simplified audit history retrieval.
  • Scalability & Future-Proofing: The modular architecture allows for easy extension and integration of new tools or checks.
  • Cost Savings: Reduced labor costs saved approximately $2,500 per audit cycle. Faster scans also reduced runtime licensing fees and cloud compute charges.

Results 

KPI Before (Manual) After (Automated) Improvement
Total Audit Duration 5 hours 2 hours 60% drop
Report Compilation Time 1.5 hours 0.25 hours 83% drop
Engineers Involved 4 1 75% drop
Scan Coverage (Assets Checked) 70% 100% 30% leap
False Positive Rate 12% 3% 75% drop
Compliance Checks Completed 5 policies 12 policies 140% leap

Result timeline:

  • Manual Audits: Prolonged manual audits and 24-hour report delays significantly hindered urgent remediation.
  • Using WorkOptix℠AI: Automated system rapidly finished audit (in under 2 hours), instantly shared reports, and initiated immediate remediation, reducing average patch time from 10 to 5 days