Dify review
Updated October 12, 2026 · ForgeCue Editorial Team
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Our verdict
Dify focuses on agentic workflows, knowledge pipelines and visual agent building, with cloud, private network and self managed deployment on one canvas. Dify is a production ready platform that suits business teams and enterprise teams moving prototypes toward governed production use.
Key facts
- Best for
- Business teams building agents and knowledge workflows visually
- Tool type
- Automation, Chatbot
- Official website
- dify.ai
Pros and cons
Pros
- Visual canvas for agents, workflows and knowledge pipelines
- Cloud, private network, and self managed deployment choices
- Source available community edition with container based self deployment
- Enterprise access controls, audit logs and recognized security certifications
Cons
- Focused scope around agents and knowledge pipelines only
- Self managed hosting asks for internal technical upkeep
- Enterprise controls can add setup work for governed deployments
Who it suits
- Business teams building their own agents
- Enterprise teams needing private deployment options
- Beginners and citizen developers exploring visual creation
Who should look elsewhere
- Teams seeking general office software outside AI workflows
- Operations that cannot manage a self hosted setup
Core features
You can shape prompt logic into a visible execution path and prepare searchable knowledge bases for answers. The workspace brings together agents, models, workflows and integrations, then lets you publish results as a web app or API. Deployment covers hosted cloud use, operation inside your own network environment, or self managed hosting. Enterprise use adds sign on integration, role based access, audit logs, SOC 2 Type II and ISO 27001 references, plus dedicated support.
Our full take
Dify is a platform for building agentic workflows, agents and knowledge pipelines on one canvas, available as hosted cloud, enterprise private deployment or open-source self-hosting.
How Dify compares
- 8.0 vs 9.3
- 8.0 vs 9.1
8.0 vs 8.7- 8.0 vs 9.2
- 8.0 vs 9.3
8.0 vs 9.4
8.0 vs 8.5- 8.0 vs 9.2
- 8.0 vs 8.7
- 8.0 vs 8.0
- 8.0 vs 9.5
8.0 vs 9.4
8.0 vs 9.4- 8.0 vs 9.3
8.0 vs 9.1
8.0 vs 9.1
8.0 vs 9.1- 8.0 vs 9.0
8.0 vs 9.0- 8.0 vs 8.9
8.0 vs 8.9
8.0 vs 8.8- 8.0 vs 8.7
8.0 vs 8.5
8.0 vs 8.5
8.0 vs 8.5
8.0 vs 8.5
8.0 vs 8.5
8.0 vs 8.0
8.0 vs 8.0
8.0 vs 8.0
Frequently asked questions
What does Dify do?+
Dify provides one workspace to design agents, knowledge pipelines, models and tools with a visual execution path. You can build collaborative workflows and connect them into searchable knowledge for everyday use. The shared canvas supports movement from prototype toward production without rebuilding the stack.
How can Dify be deployed?+
Dify can be used as hosted cloud service for building, testing and launching without managing infrastructure. You can also operate inside a private network environment or choose self managed hosting with container deployment. This lets teams move from prototype toward production without rebuilding the workflow stack.
What governance and security controls are included?+
Dify supports sign on integration, role based access controls and audit logs for oversight. The enterprise option also references SOC 2 Type II and ISO 27001, plus support for procurement and security review. Dedicated support is included for private deployment needs.
Who is Dify built for?+
Dify suits business teams, citizen developers and beginners who want visual agent creation. It also suits organizations that need shared knowledge bases across units and structured movement from pilot work to production. Enterprise teams can use private deployment for procurement, security and audit needs.
Sources
- dify.ai checked October 11, 2026
Backs: Description
Compiled from 1 source page, checked October 17, 2026. We did not open an account.
Not confirmed yet: Price from, Free plan, Usage limits.