The 10 Best AI Data Analytics Tools
When AI Does The Heavy Data Lifting For You
Why you can trust us: Testing Methodology & Editorial policy
Tool name
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Data analysis lays the groundwork for improving operations, understanding customer behaviour, and optimizing strategies for growth based on your collected data.
AI data analytics tools suggest angles for analysis and learn with you as you go, like the software from polymer.
Unsure which metric to use on which axis? Just ask ChatGPT, it’s a great data analytics AI assistant.
AI is now running SQL queries and python scripts on our data.
In some platforms it gives visual outputs along with an explanation, in others it gives a natural language response to our questions.
AI driven data analytics landscape is ready to use for small businesses, and can be used as part of analytics for large businesses. It's only a matter of time when these platforms will do no code prompt-based analytics at scale for large companies.
The big players like PowerBI, Tableau, Looker, though not yet equipped with AI, will soon include AI chat assistants and will change the data analytics landscape once again.
We still made an effort and compared those big companies to new up and coming AI data analytics stars on the horizon like Polymer or Julius AI in our extensive review.
The selection of an analytics tool depends on requirements and objectives. Some businesses require tools for quick, visual reports, while others need robust systems to process large amounts of complex data. Leading solutions include Akkio with its no-code AI analytics, Polymer for intuitive dashboards and visualizations, and Julius AI for marketing-focused insights. The most suitable tool aligns with specific business needs.
Consider essential requirements – whether simplicity or advanced features are priorities. Factor in the time available for system learning and compatibility with existing business tools. For example, Polymer offers AI capabilities for automated analysis, while ZOHO Analytics integrates effectively with other Zoho products for connected operations.
A superb tool that does extensive data analyst and data scientist work just with natural language.
A great tool for a small business to monitor performance and understand from data
A good tool for an analyst for deep-dive analyses Also available as a plugin on ChatGPT Plugins "Chat with your Data"
A good tool for basic dashboarding for non-technical people, especially when they're using the rest of the Zoho Suite
Still a traditional data analytics platform with a large overhead learning cost
