Dify

DifyDify
Dify

Dify

Dify is a leading agentic AI development platform that enables teams to effortlessly develop, deploy, and manage autonomous agents and RAG pipelines for production-ready AI solutions.

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About

Dify is an advanced Agentic AI Development Platform designed to help teams build, deploy, and manage production-ready AI solutions. It integrates Backend as a Service and LLMOps concepts, offering a comprehensive suite of tools including agentic workflows, RAG pipelines, integrations, and observability. The platform allows users to visually create AI apps with a drag-and-drop interface, publish them flexibly, and collaborate using Dify's DSL format. It supports various global large language models, facilitates data preparation for LLMs by indexing into vector databases, and provides a scalable, stable, and secure infrastructure suitable for enterprise AI transformation.
Frequently asked

What does Dify do?

Dify is an advanced Agentic AI Development Platform designed to help teams build, deploy, and manage production-ready AI solutions. It integrates Backend as a Service and LLMOps concepts, offering a comprehensive suite of tools including agentic workflows, RAG pipelines, integrations, and observability. The platform allows users to visually create AI apps with a drag-and-drop interface, publish them flexibly, and collaborate using Dify's DSL format. It supports various global large language mode…

What is Dify's revenue?

StartupHub estimates Dify's annual revenue at $16.2M (range $9.4M to $49.0M, 43% confidence), based on comparable companies in the sector.

What is Dify's valuation?

StartupHub estimates Dify's effective valuation at $19.1M (range $6.3M to $38.1M, 55% confidence), based on comparable companies in the sector.

How much funding has Dify raised?

Dify has raised a total of $38M in funding. The most recent round on record is Undisclosed.

What industry does Dify operate in?

Dify operates in Agentic AI.

Does Dify have an affiliate program?

Yes, Dify has an affiliate program. Register here: https://affiliate.dify.ai/6i8qfz9xnp5s

Where is Dify headquartered?

Dify is headquartered in China.

Public companies they compete with
MSFT
Microsoft · Copilot Studio / Azure AI Agent Service

Dify and Microsoft's Copilot Studio both enable enterprises to build, deploy, and orchestrate AI agents, offering platforms for developing custom AI applications.

GOOG
Alphabet · Gemini Enterprise Agent Platform / Google Vertex AI

Dify and Google's Gemini Enterprise Agent Platform both provide tools for building and managing AI agents and LLM-powered applications, with a focus on enterprise deployment.

CRM
Salesforce · Agentforce

Dify and Salesforce's Agentforce both aim to revolutionize business processes through intelligent automation and AI agents, particularly in areas like customer service and sales.

DBX
Databricks · MLflow / Agent Bricks

Dify and Databricks, through MLflow and Agent Bricks, both offer platforms for managing the lifecycle of LLMs and building AI agents, with Databricks emphasizing data integration and governance.

Who they would sell to
Maersk
Already a customer

Maersk is already using Dify to operationalize AI workflows and turn business processes into maintainable systems, indicating a need for agentic AI development and LLMOps.

Enterprise Logistics
Novartis
Already a customer

Novartis is among the enterprises using Dify, suggesting a need for platforms that can handle complex AI orchestration and governance in biomedicine.

Enterprise Pharmaceuticals
JPMorgan Chase

JPMorgan Chase is deploying LLMs for various financial applications, which aligns with Dify's offerings in LLMOps for model governance and deployment.

Enterprise Financial Services
Goldman Sachs

Goldman Sachs has significant LLM deployment programs, indicating a need for platforms like Dify to manage and operationalize AI models in a regulated industry.

Enterprise Financial Services
HSBC

HSBC is actively deploying LLMs, suggesting a requirement for robust LLMOps platforms to handle model governance and deployment at scale, which Dify provides.

Enterprise Financial Services
Citigroup

Citigroup has publicly disclosed LLM deployment programs, making them a potential client for Dify's platform to manage and operationalize their AI initiatives.

Enterprise Financial Services

Buyer fit inferred by StartupHub from what Dify sells and public signals about each company. Only rows badged "already a customer" are confirmed relationships.

Who could acquire them
Microsoft

Microsoft could acquire Dify to enhance its Azure AI Agent Service and Copilot Studio with Dify's open-source traction and visual workflow builder, attracting a broader developer and enterprise audience for agentic AI development.

Precedent: Acquired GitHub, 2018

Alphabet

Alphabet could acquire Dify to strengthen Google Cloud's Vertex AI and Gemini Enterprise Agent Platform by integrating Dify's user-friendly, open-source agentic AI development capabilities, expanding its reach in the LLMOps market.

Precedent: Acquired DeepMind, 2014

Salesforce

Salesforce could acquire Dify to accelerate the development and adoption of its Agentforce product, leveraging Dify's platform for building and managing autonomous agents to further enhance its CRM and customer service AI offerings.

Precedent: Acquired Slack, 2021

Databricks

Databricks could acquire Dify to integrate Dify's open-source agentic AI workflow platform with its Lakehouse platform and MLflow, providing a more comprehensive and user-friendly solution for building and governing AI agents.

Precedent: Acquired MosaicML, 2023

Workday

Workday could acquire Dify to expand its AI capabilities beyond its existing acquisition of FlowiseAI, gaining Dify's advanced agentic AI development platform to offer more comprehensive AI solutions for enterprise workflows.

Precedent: Acquired FlowiseAI, 2025

Strategic fit inferred by StartupHub from each buyer's own acquisition history. No deal, approach or discussion is implied.

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