In today's data-driven business landscape, the ability to predict trends, explain drivers, and act on insights is no longer a luxury—it's a necessity. Yet for many organizations, the path from data to predictive intelligence remains challenging. Data science resources are scarce, and traditional tools often require specialized expertise that most analytics teams lack.
At Qlik, we believe that the power of predictive analytics should be accessible to all. That's why we're thrilled to announce the next evolution of Qlik AutoML, designed to empower analytics teams and business analysts to harness the full potential of machine learning—without needing a Ph.D. in data science.
Bridging the Gap: From Historical Analysis to Future Insights
For too long, businesses have been trapped in the past, limited to historical reporting and reactive decision-making. Qlik AutoML changes that paradigm. Our latest release introduces groundbreaking features that enable your analytics teams to:
Predict key business outcomes with confidence
Explain the drivers behind those predictions
Act on insights to drive measurable, repeatable business impact
Let's explore how our new capabilities make this possible:
Intelligent Model Optimization: Automation Meets Expertise
Our enhanced AutoML engine now automatically analyzes your data and iterates to generate optimal models. This means your team can focus on asking the right questions, while AutoML handles the complex task of building accurate predictive models.
Key enhancements include:
Automated feature engineering for dates and free-text data
Advanced feature correlation analysis
Target leakage checks to ensure model validity
Refined feature importance calculations
Intelligent handling of outliers and imbalanced targets
These improvements mean faster, more accurate models that capture the nuances of your business data.
Embedded Analytics: Insight at Your Fingertips
We've integrated AutoML-generated dashboards directly into the workflow, powered by Qlik Sense. Now, your team can easily:
Compare different models to choose the best fit
Analyze model predictions and SHAP insights to understand key drivers
Visualize results in context, making it easier to communicate findings to stakeholders
This tight integration ensures that predictive insights are readily available where you need them most—in your existing analytics workflows.
Enhanced MLOps and Governance: Scale with Confidence
As predictive analytics becomes central to your operations, the ability to operationalize and govern your ML processes is crucial. Our enhanced MLOps features provide a robust framework for turning your ML insights into repeatable, scalable business processes:
Granular access control roles to ensure proper data and model management
Streamlined processes for changing and refreshing datasets
A robust approval workflow for model deployment
Advanced monitoring for feature drift and model performance
Seamless model retraining to maintain accuracy over time
Automated pipelines to integrate predictions into business workflows
Version control and audit trails for full transparency and compliance
These capabilities allow you to scale your predictive analytics efforts across the organization while maintaining control and transparency.
Why This Matters: Transforming Data into Action
These enhancements aren't just about technology—they're about transforming how your business operates. With Qlik AutoML, your analytics teams can:
Move beyond retrospective analysis to proactive, data-driven strategies
Democratize predictive insights across departments, addressing the "other 90%" of use cases that typically don't get attention from data science teams
Build trust in AI-driven decisions through clear explanations and governance
Accelerate time-to-value for AI initiatives from months to days
Seamlessly integrate predictive analytics into existing Qlik workflows
The Qlik Difference: Designed for Analytics Teams
While many AutoML solutions cater to data scientists, Qlik AutoML is purpose-built for analytics teams and business analysts. We've focused on creating an intuitive, no-code experience that leverages your team's existing skills and business knowledge.
Our unique approach combines:
The power of Qlik's associative engine for comprehensive data exploration
End-to-end integration within Qlik Cloud for a seamless workflow
A focus on explainability to build trust and drive adoption
Robust MLOps capabilities to ensure long-term success and scalability
Ready to Predict, Explain, and Act?
The future of business analytics is here, and it's predictive. With Qlik AutoML, your team has the power to not just understand what happened, but to anticipate what's coming and take decisive action.
We invite you to experience the next evolution of Qlik AutoML. See how easy it can be to turn your data into a competitive advantage, driving proactive decisions and measurable business impact.
Join us in shaping a future where every analytics team can harness the power of predictive AI. The insights you need are waiting—let's unlock them together.