Qlik AutoML™
Qlik AutoML, an automated machine learning for analytics teams.
Powerful and predictive
Empower your analytics teams with the capabilities of machine learning through a straightforward, code-free user interface. Effortlessly design machine learning experiments, pinpoint significant data drivers, and train models seamlessly. Forecast future outcomes with comprehensive data explainability, providing insights into not just what might occur but also the underlying reasons why. Efficiently share data or integrate models directly into Qlik Sense® apps, enabling fully interactive analysis and facilitating what-if scenario planning.
Auto-generate machine learning models
Qlik AutoML efficiently recognizes significant influencers in your historical data and constructs machine learning models employing top-tier algorithms. By merely choosing a target field in your dataset, Qlik AutoML seamlessly takes on the task, streamlining the process:
- Asses and rank multiple machine learning models, choosing the optimal performer.
- Identify the significance of features to effectively convey crucial business drivers.
- Empower users to effortlessly fine-tune and refine their models.
- Implement models and generate predictions with comprehensive explanatory data.
- Share predictive data and integrate model in Qlik Sense for exploring & what-if analysis.
Generate predictions to comprehend potential outcomes
Once your model is set up, AutoML enables you to predict outcomes on your existing data effortlessly. Simply load the data, and the system automatically generates likely results based on your predictive model.
Moreover, obtain explainability data (SHAP values) at the record-level, providing insights into why predictions were made and guidance on influencing outcomes effectively.
Examine predictive data and simulate what-if scenarios.
Plan decisions and actions by delving into predictive data and experimenting with “what-if” scenarios in Qlik Sense. Effortlessly publish predictive data and explore it using the full capabilities of our associative engine. With seamless integration of advanced predictive analytics, enjoy real-time, instant calculations from AutoML. Swiftly adjust parameters in what-if scenarios to test potential actions and easily assess results, allowing you to gain insights into the steps that lead to the optimal outcome before making a decision.
Explore AutoML use cases
Sales
- Sales Pipeline – Win / Loss Forecasting
- Customer Churn / Retention
- Customer Prospecting / Targeting
Marketing
- Demand / Revenue Forecasting
- Customer Lifetime Value
- Customer Next Best Offer
Finance
- Capital Investment Optimization
- Expense Management
- Risk Management / Reduction
Operations
- Workforce Demand Prediction
- Capacity Allocation
- Appointment Cancellations
HR
- Employee Retention / Attrition Prediction
- Employee Satisfaction
- Recruiting / Candidate Profiling
IT
- Software / Licensing Usage
- Infrastructure Performance Prediction
Supply Chain
- Inventory Stock-Outs Prediction
- Supply Chain Performance / Bottlenecks
- Transportation Optimization
Service & Support
- Support Case Prediction
- Predictive Maintenance