Telecommunications
The AI & Analytics Engine for Telecommunications
The AI & Analytics Engine allows telecommunication companies to better leverage their data about customers to create powerful and actionable predictions.
The Engine helps telco providers solve their most challenging problems, and empower them to increase profitability by making data-driven strategic decisions.
The Engine helps telco providers solve their most challenging problems, and empower them to increase profitability by making data-driven strategic decisions.
Using Data for a Competitive Edge
In today's telecommunications landscape, competition is fierce. Consequently, telecommunication providers are eager to gain deeper insights into consumer behaviours, leveraging predictive analytics to drive impactful outcomes. Traditionally, integrating machine learning has been costly and time-consuming. However, with the AI & Analytics Engine, both technical and non-technical stakeholders can seamlessly construct comprehensive machine learning pipelines, yielding valuable predictive insights.
Machine Learning Powered
Predictions that Drives Results
reduction in customer churn rates
average saved in retained
revenue
average return on
investment
Powerful Telecommunication Use Cases
Discover the top machine learning use cases within the telecommunication industry.
![Customer Churn Prediction in the AI & Analytics Engine](https://www.pi.exchange/hubfs/Customer%20Churn%20Prediction%20in%20the%20AI%20%26%20Analytics%20Engine.png)
Customer Churn Prediction
The AI & Analytics Engine’s customer churn prediction solution allows telco providers to identify customers likely to churn in the future, giving them an opportunity to proactively address it ahead of time. Keep customers from switching to a competitor and retain revenue that would otherwise be lost.
Generate churn probabilities for each customer
Increase customer loyalty and revenue
Decrease customer churn rates
Customer Lifetime Value Prediction
The AI & Analytics Engine's Customer Lifetime Value Prediction solution allows telecommunications companies to identify customers that will produce the most revenue over a given time period. Increase loyalty of long-term customers that drive revenue.
Generate revenue predictions for each customer
Determine CLV over a given time period
Increase loyalty among high-value customers
![CLV Prediction in the AI & Analytics Engine](https://www.pi.exchange/hubfs/CLV%20Prediction%20in%20the%20AI%20%26%20Analytics%20Engine.png)
![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 telco companies to identify future market demand, and gain a clear view of inventory quantities required. Maximize profit margins by reducing excess stock and stockouts with optimal device and network equipment inventory.
Identify product quantities required to meet future market demand
Reduce excess stock and stockouts
Maximize profit margins with optimal device and equipment inventory.
Customer Segmentation
The AI & Analytics Engine’s customer segmentation solution allows telecommunication providers to group customers into natural categories based on demographics, behaviour and preferences. Increase marketing effectiveness by developing targeted offer strategies.
Pinpoint groups of customers that share similar identifying features
Develop effective targeted marketing strategies
Develop effective targeted marketing strategies
Increase revenue with more efficient offerings
![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
Customer Churn Prediction
![Customer Churn Prediction in the AI & Analytics Engine](https://www.pi.exchange/hubfs/Customer%20Churn%20Prediction%20in%20the%20AI%20%26%20Analytics%20Engine.png)
The AI & Analytics Engine’s customer churn prediction solution allows telco providers to identify customers likely to churn in the future, giving them an opportunity to proactively address it ahead of time. Keep customers from switching to a competitor and retain revenue that would otherwise be lost.
Generate churn probabilities for each customer
Increase customer loyalty and revenue
Decrease customer churn rates
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 telecommunications companies to identify customers that will produce the most revenue over a given time period. Increase loyalty of long-term customers that drive revenue.
Generate revenue predictions for each customer
Determine CLV over a given time period
Increase loyalty among high-value customers
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 telco companies to identify future market demand, and gain a clear view of inventory quantities required. Maximize profit margins by reducing excess stock and stockouts with optimal device and network equipment inventory.
Identify product quantities required to meet future market demand
Reduce excess stock and stockouts
Maximize profit margins with optimal device and equipment inventory.
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 telecommunication providers to group customers into natural categories based on demographics, behaviour and preferences. Increase marketing effectiveness by developing targeted offer strategies.
Pinpoint groups of customers that share similar identifying features
Develop effective targeted marketing strategies
Develop effective targeted marketing strategies
Increase revenue with more efficient offerings
![Customer Churn Prediction in the AI & Analytics Engine](https://www.pi.exchange/hubfs/Customer%20Churn%20Prediction%20in%20the%20AI%20%26%20Analytics%20Engine.png)
The AI & Analytics Engine’s customer churn prediction solution allows telco providers to identify customers likely to churn in the future, giving them an opportunity to proactively address it ahead of time. Keep customers from switching to a competitor and retain revenue that would otherwise be lost.
Generate churn probabilities for each customer
Increase customer loyalty and revenue
Decrease customer churn rates
![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 telecommunications companies to identify customers that will produce the most revenue over a given time period. Increase loyalty of long-term customers that drive revenue.
Generate revenue predictions for each customer
Determine CLV over a given time period
Increase loyalty among high-value customers
![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 telco companies to identify future market demand, and gain a clear view of inventory quantities required. Maximize profit margins by reducing excess stock and stockouts with optimal device and network equipment inventory.
Identify product quantities required to meet future market demand
Reduce excess stock and stockouts
Maximize profit margins with optimal device and equipment inventory.
![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 telecommunication providers to group customers into natural categories based on demographics, behaviour and preferences. Increase marketing effectiveness by developing targeted offer strategies.
Pinpoint groups of customers that share similar identifying features
Develop effective targeted marketing strategies
Develop effective targeted marketing strategies
Increase revenue with more efficient offerings
Helping Telecommunication Providers Maximize Revenue and Profitability
Use cases from customers already leveraging the AI & Analytics Engine