Explore Common AutoML Use Cases
Healthcare
- Patient Admission Forecasting
- Readmission Analysis
- Appointment Cancellations
Financial Services
- Credit Risk Analysis
- Loan Default
- Customer Growth / Retention
Retail & Consumer
- Customer Repurchase Propensity
- Retail Store Selection
- Inventory Stock-outs
Life Sciences
- Territory Alignment
- Campaign Management
- Demand Forecasting
Public Sector
- Crime Prevention
- Transportation Optimization
- Recidivism
Energy & Utilities
- Customer Churn
- Accounts Receivable
- Peak Demand
Manufacturing
- Demand Forecasting
- Quality & Machine Breakdown
- Warranty Analytics
Communications
- Customer Segmentation & Churn
- Quality/Process Control
- Next Best Offer/Action
Powerful predictive analytics and what-if scenarios
Qlik AutoML is automated machine learning for analytics teams. Easily generate models, make predictions, and test business scenarios using a simple, code-free experience.
Quickly connect your data, identify key drivers to generate and refine ML models. Make future predictions and test what-if scenarios with full explainability data. And quickly publish the data or directly integrate models into Qlik Sense for fully interactive analysis.
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Auto-generate machine learning models
Qlik AutoML identifies key drivers in your historical data and generates machine learning models. Simply select a target field in your data set and let Qlik AutoML do the work:
- Scores and ranks multiple ML models to choose the best performing model for your data set.
- Determines feature importance to communicate key business drivers.
- Lets users easily refine their model and use it for predictions and scenario analysis.
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Make predictions to understand potential outcomes
With your model established, AutoML lets you make predictions on forward-looking data sets. Just load the data to automatically generate likely outcomes based on your model. And get critical prediction-influencer data to explain them at the record-level, so you know how to influence the predicted outcomes.
Publish complete datasets to Qlik Sense to build interactive dashboards with predictive insights that offer transparency into which metrics drive results.
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Use scenario analysis to plan decisions and actions
Plan for decisions and actions by testing “what-if” scenarios. AutoML provides guidance on how changing different parameters might affect your desired outcome. As you shift variables in the model it automatically redistributes the data and re-predicts the outcome so you can understand the implications of any potential action. This allows you to get a feel for what actions lead to the best outcome before making a decision.
And with advanced analytics integration, you can do this directly in Qlik Sense, evaluating and exploring what-if scenarios with instant updates to calculations.
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