Inventory Quantum

Advanced Demand Forecasting with Deep Learning, Quantum Optimization & Explainable AI

TFT Forecasting QAOA Optimization Offline RL Conformal Prediction

📊 Upload Your Inventory Data

Upload your CSV file or try one of our sample datasets to see forecasting in action.

📁

Drag & drop your CSV file here

or click to browse

🧪 Sample Datasets

Try different data complexity levels to see how the system adapts.

📋

Minimal

3 columns: date, sku, quantity_sold

Required Only
Expected Accuracy: ~70%
📦

Basic

4 columns: + inventory levels

Required Inventory
Expected Accuracy: ~78%
💰

Standard

6 columns: + price, lead time

Required Inventory Pricing
Expected Accuracy: ~85%
⚙️

Advanced

8 columns: + cost parameters

Required Inventory Pricing Costs
Expected Accuracy: ~90%
🚀

Complete

12 columns: + promotions, categories

Required Inventory Pricing Costs External
Expected Accuracy: ~95%

🎯 Feature Explainability

Understand how each feature contributes to forecast accuracy.