Best multi-source analysis tools in 2025

Outlier Database

Easily analyze and visualize data trends and patterns.

Amazon Athena

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

Toggle

Engage with data using natural language for insightful analysis.

Shape

Query databases using plain English for quick insights.

Airwiz

Ask questions to uncover insights from your data effortlessly.

spiralup.co

Automates customer feedback analysis for better support insights.

Painpoints

Organizes and analyzes customer feedback for better insights.

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.

Jex

Job matching platform for international students seeking employment.