MSUSAzureAccelerators/Intelligent-Supply-Chain-Management
The Supply Chain Management Accelerator leverages deep learning forecasts, Azure Machine Learning and distributed computing with a Ray Cluster, to simulate an inventory optimization problem using synthetic data. It allows you to also run other simulations, using a PowerApps user-interface connected directly to the Azure Kubernetes Instance running
This solution helps inventory managers and supply chain managers accurately predict demand and optimize inventory. It takes various business data, like ERP records or sales figures, and provides actionable insights and optimized inventory levels through a user-friendly interface. This is designed for professionals managing product portfolios and inventory systems who need to make data-driven decisions.
No commits in the last 6 months.
Use this if you need to improve demand forecasting, reduce stockouts or overstocking, and gain better visibility into your supply chain operations to boost profitability.
Not ideal if you do not have access to an Azure subscription or existing supply chain data sources like ERP systems.
Stars
17
Forks
7
Language
Jupyter Notebook
License
MIT
Category
Last pushed
Jun 09, 2023
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/mlops/MSUSAzureAccelerators/Intelligent-Supply-Chain-Management"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Related tools
shamykyzer/sales-prediction-platform
AI-powered sales forecasting web app for Bristol-Pink Café. Uses Meta's Prophet for demand...
akhil888binoy/Intelligent-Supplychain-Management-System
Blockchain-powered supply chain management system with ML-driven sales prediction. Streamlines...
clementina-tom/Feed-to-farm-competition
A modular, production-ready Machine Learning pipeline that predicts future shopping baskets for...
AmrrSalem/Supply-Chain-Optimization
Supply chain optimization tool with Streamlit dashboard and executive summary reporting | Live:...
virbahu/warehouse-capacity-planner-ai
AI warehouse capacity planning with growth scenario modeling