Predictive Models in minutes instead of next quarter
Xpanse AI predicts customer behaviour by automatically integrating source data and analysing thousands of behavioural patterns in hours instead of months, allowing you to power every campaign with advanced analytics.
Upsell Modelling
Understand which customers will upgrade their service if you contact them.
Churn Modelling
Identify which customers, accounts, users are going to stop purchasing, close their accounts or leave to a competitor.
Cross-Sell Modelling
Target the right customer with the right offer by understanding which customers are going to buy which products.
Insurance Claims Prediction
Know which customers are most likely to make a claim on their insurance policy.
Credit Default Prediction
Predict which customers are likely to default on a loan or credit agreement.
Campaign Uplift Modelling
Identify which customers are going to respond to your campaign.
Benefits of Xpanse AI
Preparing data for predictive modelling typically takes weeks or months of highly skilled Data Scientist’s time
Xpanse AI automates the entire predictive modelling workflow, reducing the time to build a model from weeks to minutes.
… for the Business
Impact KPIs Quicker
Improve time to value for predictive modelling projects. See predictive modelling backed marketing campaigns go live in days instead of months.
Actionable Insight
Understand the patterns driving customer behaviour, complex factors explained graphically and in plain english. Create tailored activities from analytical insight.
Tackle More Problems
With modelling projects developed in minutes, you can create suites of predictive models specifically targeted to each product, customer segment and problem.
… for Data Scientists
Automated Feature Engineering
Xpanse AI creates and test hundreds of thousands of features from your relational data, tailored specifically to the problem you are modelling. Delivered to you as a flat modelling table, ready to use in your favourite machine learning algorithms or tools.
Automated Machine Learning
Xpanse AI automatically chooses the most appropriate machine learning algorithms and parameter configurations for your problem using advanced validation techniques to avoid overfitting, before outputting a highly tuned predictive model accompanied by performance charts and metrics.
Automated Insight Generation
Review all the features built for your problem – explained graphically and in plain english. See how they correlate with your target variable, helping you to understand the drivers of the model and to explain the model to the business.
Export and Deploy in SQL
SQL is the most common data manipulation language used today. Xpanse AI outputs all transformations as well as the predictive model scoring code in ANSI SQL, ready to be deployed in your existing data warehouse.
Predictive Analytics
Automated
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