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Tray AI Orchestration Platform

Enterprise orchestration
for data and AI.

AI agents. MCP governance. Integration. Automation. AI development. All of it — unified on one platform.

One platform

Everything your team needs to build, govern, and scale AI.

Tray.ai platform architecture: AI Development and AI Governance wrap five core pillars — Merlin Agent Builder, Agent Gateway for MCP, and Intelligent iPaaS — serving IT, Marketing, Sales, Finance, HR, and Service teams across 700+ connectors.

See what we've shipped →

Ship AI faster. Scale AI further. Deliver more results.

AI agents

Merlin Agent Builder

Less chat. More action. No code.

  • No-code builder
  • Guardrails & audit
  • Agent orchestration

MCP governance

Agent Gateway for MCP

Governed MCP. Enterprise ready. At scale.

  • Managed MCP Servers
  • Connectors as MCP
  • Audit & observability

Trust. Compliance. Scale.

AI Governance

Observability, security, audit — baked in.

  • Observability
  • Audit trails
  • Access control

Integration & automation

Intelligent iPaaS

Unified integration. No sprawl.

  • Process automation
  • Data integration
  • API management

AI development

AI Development

Code or canvas. Two builders. One platform.

  • Tray Build
  • Tray Headless
  • Claude Code

Why one platform

Most competitors are stitched together. We built it as one.

Legacy iPaaS platforms assembled themselves through acquisition — data pipelines from one company, MFT from another, API management from a third. Then AI agents as a bolt-on. That architecture shows up as fragmented governance, inconsistent developer experience, and TCO that creeps every renewal.

Ship in days, not sprints

Connectors, agents, workflows, and data sources shared across every capability. Build once, reuse everywhere — every new project starts ahead of the last.

Governance baked in, not bolted on

Every agent action, MCP tool call, and workflow run traceable to a user. SOC 2 Type II, SOC 1 Type II, HIPAA, GDPR, CCPA — across everything, by default.

Scale without the sprawl

One platform covering agents, MCP, integration, automation, and AI development. No stitched-together stack to manage, no governance gaps between tools.

connectors
700+
integrations / year
150B+
AI workloads
1BN+
execution uptime
100%

Why leading teams trust Tray.ai

“Before implementing Tray we were sending 90% of our leads to our sales team in under 10 minutes. After implementing Tray we are sending 99% of our leads to the sales team in under 3 minutes.”

— Kevin Cassidy, Director of Marketing Operations

Read the study →

Frequently asked questions

We already have a point solution for integration. Why do we need this? +

Point solutions don't share governance, identity, or connectors — so every new capability means a new vendor, a new audit scope, and more to manage. Tray.ai replaces the stack, not just one tool. Most teams consolidate 3–5 vendors onto one platform and reinvest what they save.

How is this different from what we have with MuleSoft or Boomi? +

Legacy iPaaS was built for stable, IT-led integrations — and it shows. No native agent runtime, no MCP governance, and AI bolted on after the fact. Tray.ai was built for a world where agents, automation, and integration run together under one governance model. Customers like Airbnb turned an 8-week MuleSoft project into 1 week.

Can we start with one capability and expand? +

Yes — most customers start with Agent Builder or Intelligent iPaaS and expand as the value compounds. Every capability reuses the same connectors, governance, and execution engine, so adding the next one is fast.

How quickly can we ship something? +

Most customers ship their first agent or governed workflow in under a week. Apollo hit 40% IT ticket deflection in the first two weeks. Airbnb turned an 8-week MuleSoft project into one week.

See it working for your business.

Bring your stack. Bring your ideas. We'll show you what's possible.