If you need a platform that combines data visualization and more sophisticated data science to drive business outcomes, Spotfire is a good option. It's got self-service data visualization and more advanced data science abilities, so it's good for business analysts and data scientists. Spotfire can handle data discovery, analysis and decision-making, including predictive and prescriptive analytics, and can be used for real-time decision-making and automation.
Another top contender is Dataiku, a platform designed to help you get data working in your organization for the best possible business outcomes. Dataiku has tools for data prep, machine learning, MLOps and collaboration. It's good for many industries and teams, with a variety of options for building, deploying and maintaining machine learning models. Dataiku is a Leader in the Gartner Magic Quadrant for Data Science & ML Platforms, and it can help you get more out of your resources and better serve your customers.
ThoughtSpot is another contender. The AI-infused analytics platform lets people ask complex data questions in natural language and get answers immediately. It's got search and AI-infused insights, embedded analytics and visualization abilities. ThoughtSpot is good for business decision-making and is used in finance, retail, healthcare and other fields.
Last, Tableau is a business intelligence and analytics platform that connects to a broad range of databases. It's got drag-and-drop interfaces for creating visualizations and sharing results, and it's good for business users who don't have a lot of data science expertise. Tableau can be deployed in the cloud, on premises or in Salesforce CRM, and it's got AI/ML abilities, governance and data management. It's got a strong community and data culture, which can help you run your business better and delight your customers.