Best 20+ Tools for Data Analysts in 2025

Mage AI is a comprehensive data pipeline orchestration platform designed to simplify how teams build, deploy, and manage data workflows. Think of it as a smart workspace that combines notebook-style development with powerful automation features.

Boltic is an enterprise-grade modern Big DataOps platform that serves as a comprehensive no-code/low-code solution for data integration, transformation, and workflow automation. Think of it as a central hub that connects all your business tools and data sources, allowing you to create automated workflows that handle data processing, analysis, and distribution without writing a single line of code.

Rows is an AI-powered spreadsheet platform designed for modern teams who need to work with data from multiple sources. Think of it as a supercharged spreadsheet that combines the best of Excel, Google Sheets, and business intelligence tools in one place.

Factors.AI is a comprehensive B2B demand generation platform that combines account intelligence, intent tracking, and campaign automation in one solution. Think of it as your AI-powered command center for identifying and converting high-value prospects.

GrowthBook is an open-source feature flagging and A/B testing platform designed to help companies release features safely and measure their impact with confidence. Think of it as your complete experimentation toolkit that works with your existing data setup.

Beams is a Mac menu bar productivity app that transforms how you navigate your workday by providing intelligent assistance right from your screen's top bar. Think of it as your personal work assistant that understands your schedule, habits, and priorities.

Apify is a comprehensive web scraping and browser automation platform designed to help businesses extract data from websites at scale. Think of it as a marketplace combined with a powerful infrastructure that handles all the complex technical parts of web scraping for you.

Relay.app is a workflow automation platform that combines AI-powered automation with human decision-making capabilities. Think of it as a smarter alternative to tools like Zapier or Make, but designed specifically for teams that need both automation and human oversight.

Browser Use is an AI-powered browser automation framework designed to make websites accessible for artificial intelligence agents. Think of it as giving AI the ability to see and interact with web pages just like a human would, but much faster and more accurately.

Make.com is a visual workflow automation platform that connects different apps and services to create powerful automated processes. Think of it as the bridge between all your favorite business tools, allowing them to work together seamlessly without manual intervention.