Tray AI
Enterprise iPaaS and AI agent automation platform connecting 600+ apps for RevOps and IT teams - used by Segment, Intercom, and Vonage for complex business workflows.
Tray AI (formerly Tray.io) is an enterprise integration and automation platform that enables Revenue Operations, Marketing Ops, and IT teams to connect cloud applications and build complex business workflows without writing custom integration code. Founded in 2012 in London by Rich Waldron, Quentin Lacointa, and Dominic Lill, the company raised $140+ million in funding and serves 1,500+ enterprise customers including Segment, Intercom, Vonage, and Airtable. The platform's Merlin Agent Platform, launched in 2024, extends traditional iPaaS by enabling AI agents to autonomously execute multi-step workflows across connected systems based on natural language instructions rather than static trigger-action configurations. Tray offers 600+ pre-built connectors plus an HTTP Universal Connector for any REST API, making it usable across any cloud stack. Enterprise controls include workflow versioning, role-based access control, and comprehensive audit logs that meet the governance requirements of regulated industries.
Key Features
- Merlin Agent Platform enables AI agents to autonomously execute multi-step workflows using natural language instructions across connected systems
- 600+ pre-built connectors cover Salesforce, Marketo, Zendesk, Slack, and all major enterprise SaaS platforms with production-tested integrations
- HTTP Universal Connector integrates any REST API without a pre-built connector - extends Tray to internal or custom systems immediately
- Visual workflow builder supports complex branching logic, loops, error handling, and conditional paths that exceed what simpler tools can model
- Workflow versioning and rollback allows teams to deploy changes with confidence and revert instantly if an update breaks a production workflow
- Role-based access control separates workflow build permissions from execution permissions for enterprise governance and compliance requirements
- Embedded iPaaS option lets SaaS vendors deploy Tray-powered integrations natively within their own product for customer-facing integration marketplaces
Use Cases
- Revenue operations teams automating lead routing from marketing automation into Salesforce with enrichment, scoring, and assignment in one workflow
- IT teams building employee lifecycle automation that provisions accounts in 10+ systems automatically when HR adds a new hire in the HRIS
- Marketing operations connecting campaign data from multiple ad platforms into a centralized data warehouse for unified attribution reporting
- SaaS companies using Embedded iPaaS to offer customers a native integration marketplace without building and maintaining individual connectors
Pros
- Merlin AI Agent Platform enables autonomous multi-step execution beyond simple trigger-action logic - places Tray ahead of traditional iPaaS competitors
- HTTP Universal Connector means any REST API is connectable on day one without waiting for a pre-built connector to be built by the vendor
- Embedded iPaaS capability is a genuine differentiator - SaaS vendors can power their own integration marketplace without building any connector infrastructure
Cons
- Enterprise-only pricing with no transparent rates or self-serve trial - small teams cannot evaluate Tray without engaging the sales team first
- Workflow builder complexity for intricate branching logic has a steeper learning curve than simpler tools like Zapier or Make for straightforward automations
- Merlin AI agents are newer functionality - teams should validate production reliability for their specific use cases before depending on agent workflows
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