For enterprise IT and RevOps teams, Tray.ai is an AI-ready integration platform that connects enterprise apps and, through its Merlin Agent Builder, lets teams build autonomous, guardrailed agents ready for production.
Presence & Market Position
Tracked · below panel floor — earned mentions are accruing toward the next scored window.
Measures earned, engagement-weighted share of voice across the GTM voices panel. Methodology →
Tray.ai is working to become the enterprise integration control layer for AI agents, combining its iPaaS foundation with Merlin Agent Builder and governed MCP access. Its broader GTM conversation remains early, with current visibility coming mainly from product positioning rather than detailed practitioner workflows. The observable product arc is clear: Tray.io’s application-integration base now supports agents with connected actions, policies, audit logs, and human approval paths. A recent homepage refresh keeps AI-native integration and MCP governance at the center, while the company’s established connector base gives the agent story a production-oriented foundation.
Stack AI
Gumloop
MindStudio
Clay
n8nAirbnb, CrowdStrike, DocuSign, Zuora, Yext, Auctane
Work at Tray.ai? Claim this profile to add customers and case studies.
Business Profile
Founded in 2012, Tray.ai is an independent enterprise software company with 139 employees and $147 million in recorded funding. The business grew up as Tray.io, building an integration platform for complex enterprise workflows, then adopted the Tray.ai name in 2024 as agents became central to the product direction. The latest figures on file show $70.9 million in 2024 ARR and a $600 million valuation reported in 2019. Its current business story is a mature iPaaS base being extended into governed agent development and execution.
Agent Readiness
Measures how easily your agents can build on it — API, MCP, CLI, SDK, docs depth. Methodology →
Tray.ai has moved beyond connector infrastructure into agent building through Merlin Agent Builder. Teams can define an agent's scope, knowledge, model, workflows, guardrails, audit logs, and human approval paths, with Tray workflows supplying the actions. The platform also presents MCP governance as part of its enterprise control layer, giving the agent strategy both an in-product builder and a standards-based connection surface.
IS THIS YOUR BRAND?
Claim this profile
Fact-check your data, add context, and earn the verified badge — free, takes minutes, work email required.
Claim Tray.ai →