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Tray.ai
Best for enterprise automation
AI orchestration platform
Robust governance and security
Low-code agent builder
Multi-agent capable
Orchestrate AI agents and integrations for enterprise business performance
Last updated: Apr 25, 2026
PAID
tray.ai
Quick Answer
Tray.io is an AI orchestration platform that empowers enterprises to build and deploy intelligent agents and integrations. It features the Merlin Agent Builder for creating context-aware agents that act across systems, and an intelligent iPaaS for robust workflow automation. Best for IT leaders and business technologists scaling AI safely. Enterprise pricing available via sales.
About Tray.ai
Tray.io is an AI orchestration platform that enables enterprises to build, deploy, and manage intelligent agents and integrations across their entire tech stack. It features the Merlin Agent Builder for creating grounded, context-aware agents and an intelligent iPaaS for automating complex workflows. Designed for IT leaders, it offers robust governance, security, and scalability for AI-first operations.
What Makes It Unique
Tray.io's Merlin Agent Builder is built on an AI-ready iPaaS, allowing agents to take real-time action across an entire tech stack with built-in governance, audit trails, and human-in-the-loop approvals, preventing isolated agent sprawl.
Use Cases & Target Users
Best For
Building custom AI agents for enterprise workflows
Automating IT service management and HR processes
Integrating AI capabilities across diverse tech stacks
Orchestrating complex multi-step business processes
Empowering business technologists with low-code automation
Company Size
MEDIUM
ENTERPRISE
Fit Score
Complexity
INTERMEDIATE
Target Team Size
SMALL_TEAM
LARGE_TEAM
Target Skill Level
BEGINNER
INTERMEDIATE
EXPERT
Key Features
Merlin Agent Builder for creating custom AI agents
Pre-built AI agent accelerators (HR, ITSM, Knowledge, Support)
Intelligent iPaaS for workflow automation and data integration
Low-code, AI-augmented builder for business technologists and developers
Real-time action across entire tech stack with context
Built-in governance, audit trails, and guardrails for agents
Technical Specifications
API Available
SDK Available
MCP Compatible
Open Source
Team Features
SSO/Enterprise
Webhook Support
Has Demo
Deployment:
CLOUD
Compliance & Security
GDPR (as claimed)
SOC 2 (as claimed)
Pros
- +Combines AI agent building with a robust iPaaS for comprehensive automation
- +Agents can act across an entire tech stack, not just isolated apps
- +Strong governance, audit trails, and data security features for enterprise use
- +Supports human-in-the-loop approvals for critical tasks
- +Offers pre-built agent accelerators for rapid deployment in common use cases
- +Low-code visual builder accelerates development for various skill levels
Limitations
- -Pricing is enterprise-focused and requires contacting sales, lacking transparent tiers
- -Requires significant setup and integration effort for complex enterprise environments
- -No explicit mention of a free tier or trial for the full platform
- -Reliance on existing integrations means performance can be limited by connected systems
Powered By
Base Models
OpenAIClaude 3.5 Sonnet
Uses Models
Llama 3.3
Decision Intelligence
Best For
Building custom AI agents for enterprise workflows
Automating IT service management and HR processes
Integrating AI capabilities across diverse tech stacks
Orchestrating complex multi-step business processes
Empowering business technologists with low-code automation
Not Ideal For
Individual users or small businesses seeking simple, low-cost automation solutions
Users looking for a free or freemium AI agent builder
Non-technical users who prefer zero-code, drag-and-drop only solutions without any technical oversight
Projects requiring minimal integration with existing enterprise systems
Frequently Asked Questions
Your Actions
Dimension Scores
Ease of Use7/10
Output Quality8/10
Value for Money6/10
Customization6/10
Support7/10
Integration8/10
Task Scores
Workflow Building
9
Action Library
9
Api Connectivity
9
Multi Step Chains
9
Error Handling
8
Scheduling Capability
8
Conditional Logic
8
Monitoring Logging
8
Trust Score
66/100
Fair
Based on 10 data signals
Reflects publicly available data, not an independent audit
Social Proof10/40
Customers (per vendor website)Auctane, Avid Property Group, Eventbrite +7
Company Strength25/25
Team Size51-200
Funding$164M
Company ListedTray.ai, Inc.
Operational Trust16/20
Compliance15/15
GDPR (as claimed)Yes
SOC 2 (as claimed)Yes
HIPAA (as claimed)Yes
Switching & Migration
Migration Difficulty
Significant Effort
Data portable as:
API
Community Forum + Docs, Email, Enhanced SLAs (Enterprise)
Quick Stats
CategoryWorkflow Orchestration
PlatformsWEB, API, SLACK, DISCORD
Integrations10+
Views5
LaunchedJul 2023
Setup TimeA few days
AddedMar 2026
Company & Links