Industrial Enterprise is an advanced analytics solution using cutting-edge algorithms. It offers several key features:

• Demand Forecasting
• Sales Forecasting
• Inventory Optimization
• Time Fencing
• Offer Analytics
• Constraint-based Optimization
• Product Cannibalization Limitation

Limitations of Legacy Supply Chain Systems:

• Struggles with complex data engineering at scale
• High licensing costs
• Proprietary software
• Limited dashboard capabilities
• Poor support for modern analytics
• Not designed for IoT
• Data orchestration issues
• Supply chain complexity
• Government regulatory compliance
• High supply and demand volatility
• Outdated systems and processes

Our Approach:

• Utilizes conventional methods, deep learning, and modern frameworks like Prophet for smart supply chain analytics.
• Considers internal and external factors (e.g., weather, market index, competitor data, POS data) for predictions.
• Measures the impact of trade promotions and dynamic pricing.
• Provides prescriptive and descriptive analytics with real-time dashboards to track key performance indicators (KPIs).

Cloud Capabilities:

• Compute on Demand
• Customized supply chain analytics based on customer needs
• Supports data ingestion, orchestration, and wrangling from various sources (IoT databases, Anaplan, SAP)
• ETL/ELT automation using Azure Data Factory
• Enhanced data visualization with Power BI and Azure Databricks
• Scheduled Azure Databricks Notebooks for distributed computation and parallel data processing using Spark (Python, SQL), including machine learning libraries (e.g., Flint, Moving Average, ARIMA, Regression)
• Cloud-based data pipelines for a complete end-to-end solution
  
  In essence, Intelligent Enterprise is a powerful tool that helps businesses stay competitive and make smarter decisions in today's fast-paced world.