Best ad-hoc analysis tools in 2025

Analyze data stored in S3 using SQL queries quickly and easily.

Real-time data integration for AI model optimization.

Accessible library for predictive data analysis and machine learning.

Framework for integrating machine learning into applications.

Engaging data analysis through natural language queries.

Automates customer feedback analysis for better support insights.

AI-driven database management with natural language SQL generation.

Transforms plain language into accurate SQL queries quickly.

Easily analyze and visualize data trends and patterns.

Engage with data using natural language for insightful analysis.