AI Orchestration

Workflow engines, automation platforms, and orchestration tooling.

9 tools in current dataset

Cloud vendor tools

Source-backed side-by-side comparison for the three cloud vendor offerings in this category.

Comparison table for Azure Logic Apps, AWS Step Functions, Google Cloud Workflows
Attribute	Azure Logic Apps	AWS Step Functions	Google Cloud Workflows
Description	iPaaS workflow automation with AI capabilities	Serverless state machine for AWS service orchestration	Serverless workflow orchestration for GCP services
Pricing	Pay-per-action or Standard hosting	$0.025/1K transitions (Standard)	$0.01/1K internal; $0.025/1K external
Free tier	Azure free trial	4,000 transitions/mo	5K internal + 2K external/mo
Connectors / integrations	1,400+ (broadest)	220+ AWS services	GCP services + HTTP APIs
Self-hostable	Partial (Standard plan)	No	No
Latest update	GenAI Copilot automation	28 new integrations + AgentCore (Mar 2026)	Incremental updates

AWS Step Functions

AWS

Vendor

Serverless state machine orchestration service for AWS-native workflows and automation.

AWS service integration
Serverless execution

AWS

Proprietary

No version listedDocs

Azure Logic Apps

Microsoft

Vendor

iPaaS workflow automation service with AI-enhanced orchestration and broad connector coverage.

1,400+ connectors
Strong Azure integration

Azure

Proprietary

No version listedDocs

Google Cloud Workflows

Google

Vendor

Serverless workflow orchestration for Google Cloud services and HTTP APIs.

Simple serverless orchestration
GCP-native fit

GCP

Proprietary

No version listedDocs

azureawsgcp

Filtered open source and third-party tools

6 matching non-vendor tools in this filtered view.

Dify

Open Source

Application development and workflow platform for LLM apps with plugin and enterprise features.

Large adoption
Self-hostable

137,810Modified Apache 2.0

1.13.3Docs

Flowise

Open Source

Low-code orchestration and agent workflow builder now under Workday ownership.

Apache 2.0 licensed
Visual workflows

51,918Apache 2.0

3.1.2Docs

Haystack

deepset

Open Source

LLM pipeline and retrieval orchestration framework rebranded toward the Haystack Enterprise Platform story.

Apache 2.0 licensed
Mature pipeline patterns

24,833Apache 2.0

2.27.0Docs

LangFlow

LangFlow / DataStax

Open Source

Visual flow builder for LLM pipelines and agent workflows with self-hosting support.

Large adoption
MIT licensed

146,952MIT

1.9.0Docs

n8n

Open Source

Workflow automation platform with strong self-hosting support and broad integration coverage.

Very large adoption
Self-hostable

184,096Sustainable Use License

2.16.0Docs

Rivet

Open Source

Workflow builder for AI pipelines with desktop-first self-hosting support.

MIT licensed
Desktop-friendly

4,536MIT

Maintenance mode — No releases in 8+ months. Appears to be in maintenance or slow development.

1.11.3Docs

Important notes

Warning

Dify: Dify's modified Apache 2.0 restricts multi-tenant deployment and requires retaining Dify branding without a commercial license.

Warning

LangFlow: DataStax Cloud is shutting down April 9, 2026. Self-hosting remains available.

Warning

n8n: n8n uses a Sustainable Use License, not MIT or Apache 2.0. It is more accurately described as source-available.

Warning

Rivet: No releases in 8+ months. Appears to be in maintenance or slow development.

Recent updates

2026-04-14

Flowise

Flowise's April 14 release focused on security hardening, including a fix for a hardcoded CORS wildcard on the TTS endpoint and additional MCP server configuration protections.

Source

2026-04-13

n8n

n8n published pre-release 2.17.0 on April 13 with AI-builder credential-context changes plus fixes across PostHog, NASA, Peekalink, Clearbit, and Uptime Robot integrations.

Source

2026-04-07

Langflow

Langflow's April 7 release added Windows Playwright coverage to nightly builds and refreshed desktop documentation, indicating continued maintenance after the DataStax-to-IBM deal.

Source

2026-04-01

Haystack

Haystack's April 1 release highlighted automatic list joining inside pipelines, simplifying multi-input workflow construction without extra glue components.

Source

2026-03-27

Dify

Dify v1.13.3 shipped on March 27 with workflow, streaming, and knowledge-retrieval stability fixes, reinforcing its push toward more reliable production orchestration.

Source