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Intelligent Enterprise
Автор: Celebal Technologies Private Limited
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Unlock Insights with Intelligent Enterprise's State-of-the-Art Analytics Solution
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- Outdated systems and processes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.
Быстрый обзор
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