Best 10 Tools for Building Data Pipelines 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.

Temporal is a durable execution platform that guarantees your application code will run to completion, no matter what goes wrong. Think of it as a safety net for your software that automatically handles all the messy parts of distributed systems.

MotherDuck is a serverless cloud analytics platform that extends DuckDB's capabilities to the cloud. Think of it as "DuckDB as a Service" – you get all the speed and simplicity of DuckDB but with cloud-scale storage, sharing, and collaboration features.

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.

Inngest is an event-driven durable execution platform built to run reliable, multi-step workflows on any platform without managing infrastructure. Think of it as a mix between traditional queues and modern serverless functions, but much better.

PROCESIO is a visual automation, development, and execution environment that combines no-code, low-code, and full-code capabilities into one platform. Think of it as a Swiss Army knife for business automation - it can handle simple tasks like connecting apps and complex projects like building entire software backends.

Trigger.dev is an open source background jobs framework that allows developers to create reliable, long-running tasks directly in their codebase. Think of it as a better way to handle any job that takes more than a few seconds to complete, without worrying about timeouts or server management.

Integrately is a powerful no-code automation platform designed to connect your favorite business apps without any technical expertise required. Think of it as a smart bridge that automatically moves data between different software tools, eliminating manual work and reducing human errors.

Gumloop is an AI-native automation platform designed to help businesses automate complex workflows using artificial intelligence and machine learning. Think of it as a visual programming tool that connects your favorite business applications with cutting-edge AI models.