# AI data analytics tools

A guide to notable AI data analytics tools, spanning conversational data analysis, business intelligence, and no-code machine learning, grouped by workflow.

Canonical URL: https://globalaiproductindex.com/guides/best-ai-data-analytics-tools/

## Conversational data analysis

- [Julius](https://globalaiproductindex.com/products/julius/) (Julius AI) — Data & Analytics, Freemium, launched 2023. AI data analyst that answers questions, analyzes files, and creates charts from natural-language prompts.
- [Hex](https://globalaiproductindex.com/products/hex/) (Hex) — Data & Analytics, Paid, launched 2020. Collaborative data workspace whose Magic AI helps write queries, build notebooks, and explore data.

## AI-powered business intelligence

- [ThoughtSpot](https://globalaiproductindex.com/products/thoughtspot/) (ThoughtSpot) — Data & Analytics, Paid, launched 2012. Analytics platform with an AI assistant for natural-language business intelligence and search.

## No-code ML and SQL generation

- [Akkio](https://globalaiproductindex.com/products/akkio/) (Akkio) — Data & Analytics, Paid, launched 2019. No-code platform for building predictive models and analyzing data with AI for business teams.
- [Vanna](https://globalaiproductindex.com/products/vanna/) (Vanna AI) — Data & Analytics, Open (open weights/source), launched 2023. Open-source framework that generates SQL from natural-language questions over your database.

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Data from the [Global AI Product Index](https://globalaiproductindex.com/), licensed CC BY 4.0.