
The AI workspace where teams and agents get work done together
#1Dify records 819,691 monthly visits with -15% month-over-month growth and Freemium pricing. Zaro records 5,328 monthly visits with -55.8% growth and Free Trial, Paid, Contact for Pricing pricing.

Infrastructure that turns your company into a self-learning enterprise
| -144.26K (-15%) |
| -6.72K (-55.8%) |
| Primary Market & Share | 🇨🇳 China (46.7%) | 🇮🇳 India (34.1%) |
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| Direct Visits / mo | 470.6K | 2.37K |
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| User Rating | 4.8 | 3.9 |
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| Supported Platforms | Website | Website |
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Build, deploy, and govern production-ready agentic AI workflows
A visual canvas where retrieval, branching, tool calls, human review, and model steps form a visible, testable execution path you can debug and hand off.
Create agents through chat or manual configuration, give them skills, tools, and knowledge, then ship them as apps, embeds, or reusable nodes inside workflows.
Build repeatable ingestion pipelines for documents, sites, and drives, with extraction, cleaning, chunking, indexing, and retrieval testing before you go live.
Install model providers, tools, data sources, and MCP integrations once and reuse approved plugins across every app in the workspace.

Infrastructure that turns your company into a self-learning enterprise
Business knowledge is stored as files that the work itself rewrites, so the shared record stays current instead of being rebuilt periodically.
Every response names its source file and lets you see which version was read and who last changed it.
Definitions, cleansed data and governance applied once are reused by later projects instead of being paid for again.
Read, call and change permissions are scoped by role, with visible activity and a trail behind important actions.

The AI workspace where teams and agents get work done together
#1Autonomous enterprise AI agents and CRM intelligence powered by Salesforce Data 360 and Atlas.

Automate work across thousands of apps — no code required
Free / Open-sourceOpen-source workflow automation built for AI agents and technical teams
No-code builder for custom AI agents and workflows

Free / Open-sourceA self-hosted chat interface for running local LLMs, though lighter on complex visual workflow orchestration.

AI agents that run recurring business work for your team

SpecialistProvides advanced programmatic frameworks for document parsing and RAG pipelines, but requires coding instead of visual canvases.

Build, share, and control AI agents that actually do the work
Free / Open-sourceAn open-source automation platform combining visual flows with AI steps, though geared more towards general app integration.

Built for scaling multi-agent workforces and B2B task automation, though less focused on open-source RAG pipelines.

Focuses on visual drag-and-drop orchestration for building chatbots and autonomous agents without writing code.
Autonomous enterprise AI agents and CRM intelligence powered by Salesforce Data 360 and Atlas.
Free / Open-sourceOpen-source workflow automation built for AI agents and technical teams
No-code builder for custom AI agents and workflows
Free / Open-sourceA self-hosted chat interface for running local LLMs, though lighter on complex visual workflow orchestration.
AI agents that run recurring business work for your team
SpecialistProvides advanced programmatic frameworks for document parsing and RAG pipelines, but requires coding instead of visual canvases.
Build, share, and control AI agents that actually do the work
Free / Open-sourceAn open-source automation platform combining visual flows with AI steps, though geared more towards general app integration.
Built for scaling multi-agent workforces and B2B task automation, though less focused on open-source RAG pipelines.
Focuses on visual drag-and-drop orchestration for building chatbots and autonomous agents without writing code.