Tray has run as an enterprise integration platform since 2012, historically positioned toward more technical teams needing complex, high-volume integrations than the more consumer-friendly end of this category. The company rebranded from Tray.io to Tray.ai to reflect a newer focus on AI agent building layered onto that established integration engine.
Merlin, the product suite introduced alongside that rebrand, includes an agent builder for creating autonomous AI agents with built-in guardrails and audit logs, plus a governance layer called Merlin Guardian that masks sensitive data and enforces compliance controls, aimed squarely at enterprises that want AI automation without losing control over what data moves where.
There's no free tier; Tray sells through enterprise contracts covering integration across more than 700 apps alongside its newer agent-building capabilities. For a large organization that wants to build AI agents on top of a mature, technically capable integration platform, with real governance and audit controls rather than treating agent autonomy as an afterthought, Tray.ai's Merlin suite addresses that combination directly.
