Best ad-hoc analysis tools in 2025

Amazon Athena

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

Kaskada

Real-time data integration for AI model optimization.

Scikit Learn

Accessible library for predictive data analysis and machine learning.

ML

Framework for integrating machine learning into applications.

RTutor

Engaging data analysis through natural language queries.

spiralup.co

Automates customer feedback analysis for better support insights.

Chat2DB

AI-driven database management with natural language SQL generation.

SQLAI

Transforms plain language into accurate SQL queries quickly.

Outlier Database

Easily analyze and visualize data trends and patterns.

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Engage with data using natural language for insightful analysis.