Manufacturing & Logistics
The AI & Analytics Engine for Manufacturing & Logistics
The AI & Analytics Engine allows manufacturing companies to better leverage their data about customers to create powerful and actionable predictions.
The Engine helps manufacturers solve their most challenging problems with manufacturing use cases uniquely designed for a machine learning platform.
The Engine helps manufacturers solve their most challenging problems with manufacturing use cases uniquely designed for a machine learning platform.
Using data for a competitive edge
Increased competition from a globalized market has lead to manufacturing companies utilizing their data to improve operation and customer strategies. Predictive analytics has provided an array of useful applications to optimize profit margins and reduced costs, however has traditionally been costly and time-consuming. The AI & Analytics Engine provides a solution to build machine learning pipelines for manufacturers and generate valuable predictive insights.
Machine Learning Powered
Predictions that Drives Results
reduction in maintenance costs
average saved in
retained revenue
average return on
investment
Powerful Manufacturing Use Cases
Discover the top machine learning use cases that are driving tangible results within the manufacturing industry.
![Demand Forecasting in the AI & Analytics Engine](https://www.pi.exchange/hubfs/Demand%20Forecasting%20in%20the%20AI%20%26%20Analytics%20Engine.png)
Demand Forecasting
The AI & Analytics Engine’s demand forecasting solution allows manufacturers to predict the future demand of individual products, and identify the optimal quantity of inventory required. Reduce overproduction and stockouts, meet customer demand and improve profit margins.
Identify product quantities required to meet customer demand
Reduce overproduction and stockouts
Maximize profit margins with reduced carrying costs
Customer Lifetime Value Prediction
The AI & Analytics Engine's Customer Lifetime Value Prediction solution allows manufacturers to predict the revenue a customer will generate over a given future time period. Increase loyalty of repeat customers that drive revenue.
Generate revenue predictions for each customer
Determine revenue generated over a given time period
Increase loyalty among high-frequency customers
![CLV Prediction in the AI & Analytics Engine](https://www.pi.exchange/hubfs/CLV%20Prediction%20in%20the%20AI%20%26%20Analytics%20Engine.png)
![Predictive Maintenance in the AI & Analytics Engine](https://www.pi.exchange/hubfs/Predictive%20Maintenance%20in%20the%20AI%20%26%20Analytics%20Engine.png)
Predictive Maintenance
The AI & Analytics Engine predictive maintenance solution allows manufacturers to predict when machinery is likely to break in the future, allowing them to proactively fix or replace the machine when needed. Upgrade from reactive or preventative maintenance, perform maintenance efficiently and reduce costs of maintenance by up to 12%.
Generate probabilities when machinery is likely to fail
Ensure facility is operating with maximum efficiency
End excessive maintenance or unplanned shutdown costs
Customer Segmentation
The AI & Analytics Engine’s customer segmentation solution allows manufacturing companies to group customers into natural categories based on demographics, behaviour and preferences. Increase customer engagement and revenue by developing targeted offer strategies.
Pinpoint groups of customers that share similar identifying features
Develop effective targeted sales strategies
Develop effective targeted sales strategies
Increase customer engagement and revenue
![Customer Segmentation in the AI & Analytics Engine](https://www.pi.exchange/hubfs/Customer%20Segmentation%20in%20the%20AI%20%26%20Analytics%20Engine.png)
Powerful Banking and Finance Use Cases
Predictive Maintenance
![Predictive Maintenance in the AI & Analytics Engine](https://www.pi.exchange/hubfs/Predictive%20Maintenance%20in%20the%20AI%20%26%20Analytics%20Engine.png)
The AI & Analytics Engine predictive maintenance solution allows manufacturers to predict when machinery is likely to break in the future, allowing them to proactively fix or replace the machine when needed. Upgrade from reactive or preventative maintenance, perform maintenance efficiently and reduce costs of maintenance by up to 12%.
Generate probabilities when machinery is likely to fail
Ensure facility is operating with maximum efficiency
End excessive maintenance or unplanned shutdown costs
Customer LTV Prediction
![CLV Prediction in the AI & Analytics Engine](https://www.pi.exchange/hubfs/CLV%20Prediction%20in%20the%20AI%20%26%20Analytics%20Engine.png)
The AI & Analytics Engine's Customer Lifetime Value Prediction solution allows manufacturers to predict the revenue a customer will generate over a given future time period. Increase loyalty of repeat customers that drive revenue.
Generate revenue predictions for each customer
Determine revenue generated over a given time period
Increase loyalty among high-frequency
Demand Forecasting
![Demand Forecasting in the AI & Analytics Engine](https://www.pi.exchange/hubfs/Demand%20Forecasting%20in%20the%20AI%20%26%20Analytics%20Engine.png)
The AI & Analytics Engine’s demand forecasting solution allows manufacturers to predict the future demand of individual products, and identify the optimal quantity of inventory required. Reduce overproduction and stockouts, meet customer demand and improve profit margins.
Identify product quantities required to meet customer demand
Reduce overproduction and stockouts
Maximize profit margins with reduced carrying costs
Customer Segmentation
![Customer Segmentation in the AI & Analytics Engine](https://www.pi.exchange/hubfs/Customer%20Segmentation%20in%20the%20AI%20%26%20Analytics%20Engine.png)
The AI & Analytics Engine’s customer segmentation solution allows manufacturing companies to group customers into natural categories based on demographics, behaviour and preferences. Increase customer engagement and revenue by developing targeted offer strategies.
Pinpoint groups of customers that share similar identifying features
Develop effective targeted sales strategies
Develop effective targeted sales strategies
Increase customer engagement and revenue
![Predictive Maintenance in the AI & Analytics Engine](https://www.pi.exchange/hubfs/Predictive%20Maintenance%20in%20the%20AI%20%26%20Analytics%20Engine.png)
The AI & Analytics Engine predictive maintenance solution allows manufacturers to predict when machinery is likely to break in the future, allowing them to proactively fix or replace the machine when needed. Upgrade from reactive or preventative maintenance, perform maintenance efficiently and reduce costs of maintenance by up to 12%.
Generate probabilities when machinery is likely to fail
Ensure facility is operating with maximum efficiency
End excessive maintenance or unplanned shutdown costs
![CLV Prediction in the AI & Analytics Engine](https://www.pi.exchange/hubfs/CLV%20Prediction%20in%20the%20AI%20%26%20Analytics%20Engine.png)
The AI & Analytics Engine's Customer Lifetime Value Prediction solution allows manufacturers to predict the revenue a customer will generate over a given future time period. Increase loyalty of repeat customers that drive revenue.
Generate revenue predictions for each customer
Determine revenue generated over a given time period
Increase loyalty among high-frequency
![Demand Forecasting in the AI & Analytics Engine](https://www.pi.exchange/hubfs/Demand%20Forecasting%20in%20the%20AI%20%26%20Analytics%20Engine.png)
The AI & Analytics Engine’s demand forecasting solution allows manufacturers to predict the future demand of individual products, and identify the optimal quantity of inventory required. Reduce overproduction and stockouts, meet customer demand and improve profit margins.
Identify product quantities required to meet customer demand
Reduce overproduction and stockouts
Maximize profit margins with reduced carrying costs
![Customer Segmentation in the AI & Analytics Engine](https://www.pi.exchange/hubfs/Customer%20Segmentation%20in%20the%20AI%20%26%20Analytics%20Engine.png)
The AI & Analytics Engine’s customer segmentation solution allows manufacturing companies to group customers into natural categories based on demographics, behaviour and preferences. Increase customer engagement and revenue by developing targeted offer strategies.
Pinpoint groups of customers that share similar identifying features
Develop effective targeted sales strategies
Develop effective targeted sales strategies
Increase customer engagement and revenue
Helping Manufacturers, Wholesale Distributors and LSP's maximize revenue and profitability
Use cases from customers already leveraging the AI & Analytics Engine