Tray.ai
An enterprise integration platform (formerly Tray.io) that now adds AI agent building and governance on top of its 700+ app connectors, aimed at large organizations, not solo builders.
🔗 Visit Tray.ai
Description
Large companies rarely have one clean source of truth — customer data lives in Salesforce, support tickets in Zendesk, internal docs in Confluence, and none of it talks to the others automatically. Tray.ai grew out of exactly that problem: a platform built to wire enterprise systems together, that has now added AI agents on top so those integrations can also make decisions, not just move data.
Tray.ai (rebranded from Tray.io) is an enterprise AI orchestration and integration platform. Its Merlin Agent Builder lets teams build AI agents visually with built-in guardrails, and it includes an MCP (Model Context Protocol) gateway to govern how AI agents connect to external tools. The platform connects to 700+ applications, and pairs that with AI governance features — role-based access control, audit trails — plus compliance options like HIPAA support, SSO, and regional data hosting for teams that need to keep data in specific jurisdictions. It supports both visual, no-code building and code-native development for teams that want to drop into code.
💬 Our review
The short version: Tray.ai is built for companies that already have real integration complexity (multiple departments, dozens of connected systems) and now want AI agents layered on top with governance — it's not the right tool if you just want a quick automation between two apps.
Its strength is depth: 700+ connectors plus an MCP gateway specifically for governing AI-agent-to-tool connections is more mature than what most no-code AI builders offer, and the compliance options (HIPAA, SSO, regional hosting) are aimed squarely at regulated or multinational enterprises. The catch is that pricing is entirely usage-based and quote-only — there's no way to estimate monthly cost without a sales conversation, which is a real barrier if you're comparison-shopping against transparent competitors. It's also clearly built for teams with existing integration needs, not a blank slate; a small team without a legacy integration problem to solve will find it heavier than necessary. Best fit: mid-size to large enterprises with existing multi-system integration needs who now want governed AI agents on top. Weaker fit: small teams or solo builders — n8n or Zapier cover simple automation for a fraction of the complexity and cost.
💰 Pricing
📊 Global score
🤖 AI-enriched data
Pas de tarif public. Paliers Pro / Team / Enterprise différenciés par nombre de workspaces et durée de rétention des données ; essai gratuit disponible.
Pros
700+ connecteurs applicatifs — profondeur d'intégration rare hors univers entreprise
Passerelle MCP dédiée à la gouvernance des agents IA — plus mature que la plupart des concurrents no-code
Options de conformité : HIPAA, SSO, hébergement régional des données
Construction visuelle ET code-native selon le profil de l'équipe
Cons
Aucun tarif public — impossible de budgétiser sans appel commercial
Surdimensionné pour une équipe sans besoin d'intégration multi-systèmes déjà existant
Complexité de mise en place plus élevée que les outils no-code grand public
Pas d'avantage évident pour un usage occasionnel ou une petite équipe