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SPECIFICTION
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AI Tools

Best Ai Automation in 2026

  1. 01 Dify

    Dify suits teams building AI applications that need visual workflows, knowledge grounding, model connections, and multiple publishing options.

    From $49.17/mo Free plan Open source Web · Windows · macOS · Linux
    9.3 Visit Specs
  2. 02 Activepieces

    It suits teams that want to automate processes across connected apps, including teams that need self-hosting or air-gapped deployment.

    From $20/mo Free plan Web · API · Self-hosted
    9.1 Visit Specs
  3. 03 Kestra

    Kestra suits teams coordinating workflows across services, languages, and environments.

    Free plan Open source Web · Windows · macOS · Linux
    8.7 Visit Specs
  4. 04 Vellum

    Vellum suits an individual looking for an assistant that can handle files, calendars, email, code, and computer control.

    From $30/mo Free plan Open source Web · Windows · macOS · iOS
    8.7 Visit Specs
  5. 05 Windmill

    Windmill suits development teams building internal tools, workflows and endpoints with scripts or low-code builders.

    From $120/mo Free plan Open source Web · Windows · Linux · API
    8.6 Visit Specs
  6. 06 Bardeen

    Bardeen suits sales, customer success, revenue operations, sales engineering and sales leadership teams that want to automate repetitive work across tools.

    From $10/mo Free plan Web · Browser extension
    8.5 Visit Specs
  7. 07 n8n
    From €20/mo Free plan Self-hosted
    8.5 Visit Specs
  8. 08 Flowise

    Flowise suits teams building agent or LLM workflows with visual tools, APIs, or self-hosted deployment.

    From $35/mo Free plan Web · Windows · macOS · Linux
    8.4 Visit Specs
  9. 09 Gumloop
    From $37/mo Free trial Web · API
    8.4 Visit Specs
  10. 10 Relevance AI

    Relevance AI suits teams building specialist agents and connecting them to multi-step workflows.

    From $19/mo Free plan Web
    8.4 Visit Specs
  11. 11 Dust

    Dust suits AI Operators in fast-moving companies, with listed use cases across engineering, customer support, sales, marketing, and data teams.

    From €24/mo Free plan Web · API · Browser extension
    8.3 Visit Specs
  12. 12 Kore.ai

    It suits large organizations building AI agents for workflows that cross teams, tools, and systems.

    Free trial Web · API · Self-hosted
    8.3 Visit Specs
  13. 13 Lindy

    It suits individuals or teams looking to automate recurring work across connected tools.

    From $29.99/mo Free plan Web · Browser extension
    8.2 Visit Specs
  14. 14 CrewAI AMP
    Free plan Web · API · Self-hosted
    8.0 Visit Specs
  15. 15 Workato Agentic

    Workato Agentic suits organizations building governed AI agents for finance, sales, operations, or broader workflows.

    From $75/mo Free plan Web · API
    8.0 Visit Specs
  16. 16 Cognigy

    Cognigy.AI suits enterprise contact centers building and coordinating customer-service agents across channels.

    Web · API · Self-hosted
    7.8 Visit Specs
  17. 17 Pipedream

    Pipedream suits developers and teams building API integrations or AI-agent workflows with code, no-code steps, or MCP tools.

    From $99/mo Free plan Web · API
    7.8 Visit Specs
  18. 18 Trigger.dev

    It suits developers building long-running TypeScript or Python workflows, AI agents, and scheduled tasks.

    From $10/mo Free plan Web · API · Self-hosted
    7.7 Visit Specs
  19. 19 Moveworks

    It suits enterprises seeking permission-aware knowledge search and automated tasks across connected business systems.

    Web · iOS · Android · API
    7.6 Visit Specs
  20. 20 Orkes Conductor

    It suits teams coordinating AI agents and business workflows that need durable execution, human approvals or event-driven triggers.

    Free plan Web · API · Self-hosted
    7.6 Visit Specs
  21. 21 Langflow
    Web · Windows · macOS · Linux
    7.5 Visit Specs
  22. 22 Tray.ai
    Free trial Web · API
    7.3 Visit Specs
  23. 23 StackAI
    Web · API · Self-hosted · Browser extension
    7.0 Visit Specs
  24. 24 IBM watsonx Orchestrate
    From $530/mo Web
    6.6 Visit Specs
  25. 25 Automation Anywhere Automation 360
    Web · Windows · macOS · Linux
    6.3 Visit Specs
How this list is ordered. Specifiction scores each tool on how fully its maker documents it, whether its prices are published, where the research puts it, the platforms it runs on and whether it can be tried for free (how we rank). Makers can also buy a numbered place (how Specifiction is paid for).

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