AI & Machine Learning
Deeper insights and data-driven decisions for every user.
A Better Approach to AI and Machine Learning
Unlike “bolt-on” approaches, AI and ML are built into our platform at a foundational level. Combined with our Associative Engine, you get a full range of augmented analytics capabilities for all types of users. This uniquely integrated approach allows more people to get far more value from data, regardless of skill level.
Empower everyone in your business with deeper, more meaningful insights
Business Users
Enhance discovery and decision making with automated insights and natural language interaction.
Analysts
Drive efficiency and deeper insight with advanced analytics, AutoML, and assistance with creation and data prep.
Data Science and Generative AI
Expand the reach of your data science models and augment your analytics with generative AI for interactive, real-time insights that can be explored by all users.
A Full Range of Augmented Analytics
Qlik Sense® enhances nearly everything you do with AI. Auto-generate advanced analytics and insights. Get assistance with analytics creation and data prep. And explore data more easily with natural language search, conversational analytics, and NLG.
Automated Insight Generation
Qlik Sense features a unique and powerful Analysis Types capability driven by AI and ML. In just a few clicks, you can choose a type of analysis, specify the data, and get back multiple visualizations, NLG, and even entire dashboards for exploration. Qlik Sense features over 20 automated analysis types such as rankings, trendings, comparisons, clustering, correlations, forecasts and more, powered by our associative engine, AI and ML.
Search-based discovery
Insight Advisor is your natural-language assistant in Qlik Sense, auto-generating the most relevant and impactful visualizations and analyses based on field selections and natural language search. It understands user intent and delivers a series of newly created visualizations and natural language insights that can be directly added to dashboards for further exploration, allowing more people to ask new questions and discover deeper insights.
Conversational Analytics
Simply type in a question and get answers, unlocking the power of data for everyone. Insight Advisor Chat offers a fully conversational, natural language analytics experience across all your Qlik Sense analytics. Natural language processing (NLP) understands user intent, while natural language generation (NLG) delivers added insight and perspective for a deeper understanding. And when users need to dig deeper, they can dive directly into analytics apps, in context, for further analysis.
Natural Language Generation
Easily add AI-generated natural language insights directly to sheets and dashboards. Specify any context by choosing dimensions, measures, and applicable analysis types to deliver insights for the overall context of a sheet, describe a group of visualizations, or create readouts for individual visualizations. NLG drives data literacy, helping explain and interpret charts and offer added insight so that more people can gain better understanding.
Accelerated creation and data prep
Insight Advisor provides assistance and automation for the traditional analytics build process. It suggests the best types of charts and visualizations based on your data, and recommends associations between data sources, for seamless data combination. It also brings a variety of smart data preparation and authoring functions. And with our analytics engine, there’s no need to wire visualizations together or build cumbersome SQL queries.
Want to know how to get real value from AI-driven analytics?
Automated machine learning for analytics teams
Qlik AutoML is machine learning designed specifically for analytics users and teams. Bring the power of predictive analytics and explainable AI to more everyday use-cases not covered by data scientists.
Easily generate models, make predictions, and test what-if scenarios using a simple, code-free experience. Identify key drivers in your data and generate models with unlimited experimentation. Generate predictions with full explainability so you can understand what might happen and why. Quickly publish the data to Qlik Sense for interactive exploration and integrate models in real-time for what-if analysis.
Real-time data science integration
Advanced analytics integration in Qlik Sense provides direct, engine-level integration with third party data science, machine learning, and generative AI platforms. Users of all skill levels can explore advanced and predictive models created by data scientists. Real-time calculations let you refine context and evaluate results interactively and visually, right within a Qlik Sense dashboard.
We offer native connectors for Amazon Sagemaker and Comprehend, Azure ML, and connectivity for custom solutions built in languages such as R and Python. And with our OpenAI connector, you can leverage generative AI to augment your analytics with natural language insights, additional data sets, and user-driven questions, all responding in real-time.
Learn more about AI and Machine Learning
