Disrupt AI is a real-time logistics monitoring and decision-making dashboard that helps you navigate supply chain disruptions by analyzing live news, extracting location-based threats, and suggesting alternative routes — all visualized on an interactive map.
Logistics systems lack real-time awareness of external disruptions such as protests, strikes, or natural disasters. These delays cost time, money, and reliability — especially when the system isn’t built to adapt quickly.
Disrupt AI fuses natural language processing, mapping, and smart rerouting to help logistics managers make faster and better decisions. Here's how:
- Live news ingestion and analysis to detect disruptions
- Interactive Map showing disrupted and safe routes
- Animated vehicle simulation across current and alternative paths
- Alerts panel with suggestions and summaries
- Built on Django + Leaflet.js + JavaScript animations
- Real-time plotting of truck positions
- Red route → NYC to Philly (disrupted)
- Green route → NYC → Allentown → Philly (alternative)
- Trucks animate from NYC to Boston and Scranton
- Disturbance icons auto-update based on incoming news
- List of all alerts triggered by keyword/location detection
- Suggestions such as: reroute, hold shipment, notify manager
- Visual graphs of what went wrong where
- Supply chain health summary (failures, delays, optimized paths)
- NLP-based location extraction from news headlines
- Django views render different pages:
map,dashboard,alerts,settings - Data flow between Python backend and JS frontend via JSON API
| Component | Tech Used |
|---|---|
| Frontend | HTML/CSS, JavaScript, Leaflet.js |
| Backend | Django (Python) |
| NLP/Parsing | spaCy, regex, custom keyword match |
| APIs | News API for live headlines |
| Animation | Leaflet + JS intervals |
| Hosting | (Optional) Deployed on Render/Heroku/Docker etc. |
Feel free to contact: [email protected], [email protected] or [email protected].