SCND Agent Product Details

Revolutionary Human-in-the-Loop AI for Supply Chain Optimization

🔒 Patent Pending Technology

Technical Architecture

Core Technology Stack

Python 3.12 - Core application framework
PuLP Optimization - Mathematical modeling engine
PyTorch - Deep learning capabilities
GPT-4, Deepseek - Natural language processing
BeautifulSoup - Real-time data ingestion
SQL - Persistent data management

System Components

1. News Intelligence Pipeline

Automated scraping and AI-powered analysis of industry disruptions

2. Scenario Generation Engine

LLM converts unstructured news into structured supply chain scenarios

3. Optimization Core

Multi-objective optimization with transport mode selection and network design

4. Interactive Interface

Natural language chat for model modifications and constraint visualization

5. Vehicle Routing System

Last-mile delivery optimization with interactive map visualizations

Revolutionary Features

Real-Time Disruption Monitoring

Continuously monitors industry news and logistics reports using advanced web scraping technology.

🔒 Patent Pending

AI Scenario Generation

LLM powered system converts unstructured news into structured supply chain scenarios with confidence scoring.

🔒 Patent Pending

Human-in-the-Loop Interface

Natural language interaction allows users to modify optimization models through conversational commands.

🔒 Patent Pending

Multi-Objective Optimization

Advanced optimization balancing cost vs. time with transport mode selection (Truck, Rail, Air).

🔒 Patent Pending

Vehicle Routing Optimization

Last-mile delivery optimization with multiple heuristics and interactive map visualizations.

Enterprise Data Management

SQL database caching for articles, scenarios, and results with comprehensive analytics capabilities.

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