AI / ML
Enable them to create machine learning experiments, pinpoint crucial factors within their data, and train models seamlessly. All of this is designed to reveal potential outcomes and their underlying reasons.
Empower analysts with predictive analytics capabilities.
Simplify Model Generation Effortlessly pinpoint significant factors in your data and create models through limitless experimentation.
Enable Predictive Insights Reports come with comprehensive explanations, allowing you to comprehend potential outcomes and their rationales.
Explore Scenarios Experiment without the fear of failure or the requirement for extensive coding efforts.
Share Your Discoveries Swiftly publish data to Qlik Cloud® Analytics for interactive exploration, real-time models, and what-if analyses.
Automate the Generation of Machine Learning Models
Identify pivotal factors within your historical data effortlessly, and employ top-tier algorithms to auto-generate machine learning models. Just select a target field in your dataset, and Qlik AutoML will take care of the rest:
– Identify significant drivers in your historical data.
– Auto-generate predictive models with limitless fine-tuning and enhancement.
– Choose and implement the highest-performing models based on scoring and ranking criteria.
Forecast Potential Results with Ease
Simply load your data to automatically generate projected outcomes using your predictive model. What’s even more valuable, you’ll receive explainability data, such as SHAP values, at the record level. This provides insights into why predictions were made and empowers you to make informed decisions to influence outcomes effectively.
Delve into Predictive Data and Conduct What-If Analyses
Leverage Qlik’s Associative Engine to access real-time, immediate calculations for exploration. Interactively make selections and adjust parameters in what-if scenarios, enabling you to assess the results and gain insights into which actions will yield the most favorable outcomes.
Here are some important 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 / creating an ideal candidate profile
IT Software / licensing usage Infrastructure performance prediction
Supply Chain Inventory stock-outs prediction Supply chain performance / bottlenecks Transportation optimization
Service and Support Support case prediction Predictive maintenance
AI and machine learning connectors
Effortlessly integrate with leading AI and machine learning platforms such as OpenAI, Amazon Bedrock, Azure ML, and Databricks ML.
AI / ML Resources.
