All notable changes to DEEVO Cortex are documented in this file.
The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.
- DEEVO Monitor — Live decision intelligence operating system at
/monitor - Signal Engine — Mean-reverting random walk signal simulation with scenario biases
- Causal Graph Engine — 3-iteration weighted influence propagation across 8 nodes, 10 edges
- Decision Engine — Rule-based computation with configurable client profiles, 6 risk rules
- Causal Wave Engine — requestAnimationFrame particle propagation with speed controls
- Cognitive Scenario Engine — Multi-path reasoning (3-5 futures), probability scoring, dominant path selection, convergence metrics
- Pre-Causal Engine — Pressure field model across 8 domains, narrative ingestion, anomaly detection, cross-domain contagion, forming indicators with ETA
- Scenario Video Engine — Canvas-based cinematic renderer, 5 scenarios, 4-scene structure (Hook→Chain→Decision→Branding), vertical/horizontal export, batch generation
- 5 interactive view modes — GCC Map, Wave Sim, Cognitive Futures, Pre-Causal Intelligence, Video Engine
- Interactive GCC Map — SVG country nodes, trade corridors, click-to-select, hover tooltips
- Signal Bar — Real-time sparkline signal cards with severity coloring
- Intel Blocks — 6 clickable intelligence blocks (Risk, Claims, Fraud, Oil, Inflation, Supply)
- Alerts Rail — Decision badge, AI brief panel, country detail, alert feed
- Decision Intelligence Platform - Enterprise-grade system for GCC markets intelligence
- 7-Layer Architecture - Data Ingestion → Signal Processing → Causal Graph → Propagation Engine → Decision Logic → Executive Layer → API & UI
- Causal Graph Engine - Advanced signal relationship mapping and dependency analysis
- Real-time Signal Processing - Normalization and contextualization of market data streams
- Propagation Simulation - Cascading effect analysis through causal relationships
- Executive Intelligence - Automated briefing generation with confidence scoring
- Risk Assessment Engine - Portfolio and market risk evaluation under market shocks
- GCC Market Coverage - Support for 6 Gulf Cooperation Council countries with localized intelligence
- Multi-language Support - English (en) and Arabic (ar) interface localization
- Demo Scenarios - 5 pre-configured scenarios for market intelligence demonstration:
- Oil Price Spike (geopolitical and OPEC+ impacts)
- Fraud Surge (insurance fraud and portfolio cascading)
- Inflation Crisis (central bank policy propagation)
- Regulatory Changes (insurance regulation impact)
- Supply Chain Shock (global logistics disruption)
- REST API - Complete API for intelligence computation and configuration retrieval
/api/health- Backend health check/api/settings- Configuration and available scenarios/api/intelligence/ui- UI-optimized intelligence payload/api/intelligence/run- Custom intelligence computation
- Premium Web Interface - Dark theme command center with responsive dashboard
- Signal Rail for real-time data streams
- Globe Canvas for geospatial intelligence visualization
- Decision Rail for executive recommendations
- Executive Brief Panel with confidence metrics
- Propagation Panel for effect simulation visualization
- Scenario Switcher for demo scenario selection
- Country Cards for regional analysis
- Rate Limiting - 100 requests/minute per endpoint
- Token-based Authentication - Secure API access with token validation
- Session Management - 1-hour inactivity timeout for sessions
- Comprehensive Documentation
- README with architecture overview and quick start guide
- Contributing guidelines with code style standards
- Security policy with vulnerability reporting procedures
- Self-hosting instructions for Docker and local deployment
- Architecture documentation for 7-layer system design
- Docker Support - Full containerization for easy deployment
- Vercel Deployment - One-click serverless deployment option
- Development Environment - Complete setup for frontend (Node.js 18+, npm/yarn) and backend (Python 3.11+)
- Frontend - React with TypeScript, Tailwind CSS, React Router
- Backend - Python with signal processing and causal graph libraries
- UI/UX - Premium dark theme with cyan accents, responsive grid layouts
- Security - HTTPS enforced, security headers configured, dependency scanning via Dependabot
- Testing - Comprehensive test suites for frontend (npm test) and backend (pytest)
- Code Quality - ESLint for JavaScript/TypeScript, PEP 8 compliance for Python
- Performance - Optimized signal processing with sub-second decision generation
- Scalability - Serverless architecture supporting enterprise workloads
- Initial public release of DEEVO Cortex
- Production-ready for GCC market intelligence operations
- MIT Licensed - open source for community contributions
- Built by Bader Alabddan
- Advanced visualization modes for causal graph exploration
- Custom signal integration framework
- Machine learning signal prediction
- Historical scenario backtesting
- Real-time alert system
- Enhanced Arabic language support
- API authentication with OAuth2
- Database persistence layer
- Audit logging and compliance reporting
- Multi-user collaboration features