AI Agent Orchestration & Workflow
7 providers in this category.
Agent orchestration platforms build, run, and coordinate multi-step LLM agents, from code-first frameworks with durable execution to no-code visual builders for non-developers. They differ on multi-agent support and whether they are open-source and self-hostable versus hosted-only. Compare visual-builder availability, multi-agent support, durable execution, and free tier.
Companies
Neutral ordering. Not a recommendation.
CrewAI
www.crewai.com
CrewAI is an open-source, MIT-licensed Python framework for orchestrating multi-agent AI systems, organizing autonomous agents into role-based "crews" that collaborate on tasks.
Dify
dify.ai
Dify is an open-source LLM application development platform for building AI agents and workflows through a visual interface, combining prompt orchestration, retrieval-augmented generation pipelines, agent capabilities, and model management.
Gumloop
www.gumloop.com
Gumloop is an AI-native workflow automation platform where large-language-model steps are the core building block rather than a bolted-on add-on, used to build automated pipelines for research, data enrichment, and content generation through a visual node-based builder.
LangGraph
www.langchain.com/langgraph
LangGraph is an open-source framework from LangChain for building stateful, controllable multi-agent workflows as explicit graphs, with built-in checkpointing so long-running agents can pause, resume, and recover from failure.
Lindy
www.lindy.ai
Lindy is a no-code AI agent builder for creating and deploying autonomous agents that handle tasks like scheduling, email triage, and customer outreach, founded in 2023 by Flo Crivello in San Francisco.
n8n
n8n.io
n8n is a fair-code workflow automation platform with a visual, node-based builder for connecting apps, APIs, and AI agent steps, founded in 2019.
Relevance AI
relevanceai.com
Relevance AI is a platform for building and deploying teams of autonomous AI agents that collaborate on multi-step business workflows, founded in 2020 and headquartered in Sydney, Australia.