The 12 closest competitors and alternatives to Dify among artificial intelligence companies — ranked by similarity to what Dify actually does, not by market-cap band.
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Dify is a platform that provides tools for building production-ready agentic workflows, knowledge pipelines, models, and integrations on a single visual canvas. It allows teams to deploy solutions via cloud, VPC, or self-hosted environments to transition from prototypes to production.
Dify is an artificial intelligence company headquartered in United States. Its most recent funding round, Pre-A, raised $30M in March 2026. Xcout tracks 1 named person at Dify, including Luyu Zhang (Founder and CEO).
Every round on record:
| Date | Round | Amount | Investors |
|---|---|---|---|
| Pre-A | $30M | 7 named |
Who invested in each round, lead investors, valuations and the co-investor graph — open the full funding history →
Ranked by semantic similarity — how close each company is to Dify by what it does, using Xcout's live company graph. Click any company for its full profile, or its competitor set.
AI/ML
Decawork provides an agent control plane for IT teams to deploy, govern, and maintain AI agents across a company. The platform allows organizations to manage agent identities, scope system access, enforce approval gates, and monitor execution across enterprise tech stacks.
Similar artificial intelligence company
Flowise provides an open-source, visual development platform for building custom AI agents and large language model applications.
Similar artificial intelligence company
SmythOS provides enterprise-grade AI agent infrastructure and open-source operating systems for building, running, and scaling autonomous agents.
Similar artificial intelligence company
Alignbase provides an agent operations platform designed to equip, align, observe, and improve AI agents across teams. The platform offers tools for managing shared knowledge, governed skills, working memory, artifacts, message passing between agents, and conversation monitoring.
AI/ML
Viktor provides a software platform that enables engineers and technical teams to automate workflows using AI-powered applications and agents. The platform allows users to build, integrate, and scale custom engineering apps for disciplines such as structural, geotechnical, BIM, MEP, architecture, and hydraulics.
AI
Lyzr is a privately held enterprise AI company that provides a platform and expertise for deploying governed AI agents at scale. The company focuses on solving real-world customer problems by helping enterprises move AI projects from development into production.
AI/ML
Novita AI provides an AI-native cloud platform offering model APIs, GPU infrastructure, and secure agent runtimes for developers.
AI/ML
StackAI is a U.S.-based software company that provides a platform for building and deploying enterprise AI applications and workflows, including solutions powered by large language models. It serves organizations that want to connect AI systems to internal data and business processes without building the entire infrastructure from scratch.
Similar artificial intelligence company
Contextual AI provides a context engineering platform that enables enterprises to build, orchestrate, and deploy specialized AI agents. The platform integrates enterprise data sources with AI models to automate complex technical tasks, root cause analysis, and knowledge management for industries such as financial services, engineering, manufacturing, and legal.
AI/ML
Thread AI provides an AI orchestration infrastructure platform called Lemma, which helps Fortune 500 companies and public sector agencies build, deploy, and govern production-ready AI agents and workflows. The platform serves regulated industries by automating mission-critical business processes while offering control, traceability, and reliability features such as audit trails, human-in-the-loop oversight, and security compliance.
Similar artificial intelligence company
OneReach.ai provides an agentic orchestration platform that enables enterprises to build, run, and govern multi-agent AI systems at scale.
Similar artificial intelligence company
Volter AI provides tools and lightweight software twins of systems like vendor APIs, browsers, and development environments designed for AI agents. These products enable AI agents to build, test, and run software in simulated environments that mimic the real world without requiring modifications to the original code.
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