Tray
Tray.io is an enterprise automation platform with embedded AI capabilities that enable sophisticated multi-step workflows connecting hundreds of cloud applications. Its AI Merlin assistant allows business users to build automations by describing what they want in natural language, which Tray translates into executable workflow logic. The platform handles enterprise-grade data volumes with guaranteed delivery, real-time monitoring, and error handling that consumer automation tools lack. Tray supports complex conditional logic, data transformations, API authentication patterns, and sub-flows that make it suitable for deeply integrated enterprise processes. It is used by data-driven companies like Intercom, Fivetran, and Udemy for their critical business automation needs.
LangGraph is an open-source framework from LangChain for building stateful, multi-actor AI agent applications with precise control over agent workflows
Open-source workflow automation with AI capabilities
Build stateful AI assistants with memory and tool use