Data automation tools move data between apps, trigger workflows, and reduce manual work. In 2026, the best platforms combine integrations, logic, and reliability.
Updated January 18, 2026: This list reflects popular automation and integration platforms.
What to look for in data automation tools
- Integrations: connectors for your core apps.
- Logic: filters, branching, and scheduling.
- Reliability: retries and monitoring.
- Scalability: handles growing workflows.
10 best data automation software options
1. Zapier
Easy automation with a huge app library.
2. Make (Integromat)
Visual workflows with advanced logic.
3. Microsoft Power Automate
Best for Microsoft 365 and enterprise automation.
4. Workato
Enterprise-grade integration and automation.
5. n8n
Open-source automation with self‑hosting options.
6. Pipedream
Developer‑friendly workflows with code steps.
7. Tray.io
Low-code platform for complex integrations.
8. UiPath
RPA platform for automating repetitive tasks.
9. Automation Anywhere
RPA with analytics and enterprise governance.
10. Talend
Data integration and pipeline automation.
Final thoughts
Zapier and Make are best for quick no-code workflows. For enterprise and advanced pipelines, Workato, Talend, or RPA platforms are stronger.
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