Risk Shield System
Lead Developer / Cyber Security
Overview
Advanced AI-assisted GRC platform automating OCTAVE Allegro methodology. Features Google Gemini Pro integration, real-time risk analytics, and automated compliance reporting.
The Problem
Organizations struggle with Governance, Risk, and Compliance (GRC) processes that are manual, subjective, and disconnected from actual security evidence. The OCTAVE Allegro methodology — a proven framework for information security risk assessment — requires extensive manual effort across 8 detailed steps, making it impractical for continuous risk monitoring. Traditional GRC tools are either too expensive, too rigid, or lack integration with modern AI capabilities for intelligent risk analysis.
The Solution
Risk Shield System is a comprehensive Autonomous GRC platform that automates the entire OCTAVE Allegro 8-step roadmap. It integrates Google Gemini Pro AI for strategic risk treatment analysis, real-time compliance scoring, automated audit findings generation, intelligent evidence collection, and a local AI engine (ShieldBot) that operates with zero API dependencies for academic/offline requirements. The platform transforms subjective risk guessing into evidence-based security verification with dynamic risk heatmaps and compliance dashboards.
Key Features
OCTAVE Allegro Automation
Guided 8-step wizard automating the complete OCTAVE Allegro risk assessment roadmap from criteria establishment to control verification. Smart mapping between technical vulnerabilities and business assets.
AI Security Advisor (Gemini Pro)
Strategic risk analysis using Google Gemini Pro for intelligent mitigation recommendations, risk treatment planning, and complex technical translation based on global security standards.
Real-Time Compliance Scoring
Automated compliance percentage calculation across security domains with category breakdown visualization. Real-time updates as audit evidence is collected and verified.
Intelligence Stream & Notifications
Real-time scrolling notification marquee and Shopee-style slide-out notification drawer for instant security posture awareness. Inbox with category-based filtering (Security, Database, Project, System).
ShieldBot Local AI Engine
Zero-API local AI widget analyzing Risks, Projects, and Users directly from the PostgreSQL database. Rotating intelligence tooltips and role-based greetings satisfying academic/offline requirements.
Secure Admin Reporting
Multi-factor identity verification (Name, NIM, Email) before PDF generation. Automated compliance reports following official academic templates with full access logging.
Architecture
Next.js 14 frontend with React, Tailwind CSS, and shadcn/ui components. Supabase provides PostgreSQL database, authentication, and storage. Google Gemini Pro API handles AI-powered analysis. jsPDF with AutoTable generates compliance reports. Recharts visualizes risk heatmaps and compliance data. Framer Motion provides smooth animations throughout the interface.
How to Use
Set up the Next.js frontend and Supabase backend with the provided SQL schema migrations. Configure Google Gemini Pro API key in environment variables. Log in to access the role-based dashboard (Admin, Auditor, Auditee). Create projects and follow the guided OCTAVE Allegro 8-step wizard for risk assessment. Upload evidence files for audit verification. Monitor compliance scores and risk heatmaps in real-time. Generate PDF compliance reports with automated findings. Use ShieldBot for local AI-powered querying of risk data.
Impact & Results
Transforms GRC from a periodic, manual audit exercise into a continuous, evidence-driven process. The AI integration (Gemini Pro) automates steps 5-7 of OCTAVE Allegro — risk identification, analysis, and mitigation planning — reducing assessment time by an estimated 70%. The local ShieldBot AI engine satisfies academic/offline requirements while providing dynamic database context analysis. Real-time compliance scoring and automated findings generation eliminate manual reporting overhead. The Shopee-style notification system and Intelligence Stream keep all stakeholders informed of security posture changes.