AI orchestration platform
way to turn AI and agents into business performance
Process millions of records in a single database operation. Eliminate row-by-row processing and run AI-ready data pipelines directly inside your workflows.
See it live. Join our Tray First Look to learn how to modernize data pipelines and simplify your integration architecture.
Tray Merlin Agent Builder makes it easy to go from idea to a live agent your teams put to work. No complexity. No custom workarounds. Agents stay grounded in your data, keep context across every interaction, and can be deployed to Slack, web apps, or APIs. All from one place.
In this short video, our CEO and CTO share why Merlin Agent Builder isn't just another way to build agents. It's built on an AI-ready iPaaS. That means agents can take action across your stack, follow your governance, and stay maintainable as they scale.

Launch AI agents where they'll have immediate impact. Our pre-built AI agent accelerators are designed for real use cases, with the tools and templates teams need to move fast. Many enterprise IT teams start with the ITSM Agent and then expand into knowledge and support.
Do more than answer HR questions. Automate PTO, policy checks, profile updates, and more with built-in connections to Workday and BambooHR.
Take action, not just tickets. Automate resolution by connecting directly to the apps and systems your team already uses.
Move knowledge, not just surface it. Route answers from internal docs into agents, workflows, and tools your team already uses.
Resolve common customer issues automatically. Triage, respond, and escalate with built-in integrations to your support systems.
Thrive in a dynamic environment with constantly evolving AI technologies. Drive all AI, integration, and automation initiatives from a single, composable platform. Build intelligent agents and deliver microservices. Scalability and governance guaranteed.
Fast
Accelerate integration and automation delivery with a powerful low-code, AI-augmented builder for business technologists and development teams.
Flexible
Legacy iPaaS measures dev time in months. Now, quickly prototype apps and adapt to new AI capabilities in minutes with our AI Palette.
Safe
Safely leverage data across your stack. Our Enterprise Core provides governance and scale for anything you build. Merlin Guardian protects sensitive data in AI processes.
FOR IT LEADERS

Started with one IT agent, then scaled across dozens of use cases
CASE STUDYHow J.W. Pepper put guardrails around MCP
Take a product tour
Estimate the impact of an ITSM AI agent

See Gartner's view on which agents pay off and which ones slow teams down
INDUSTRY REPORTHow Life360 avoided agent sprawl

Stay ahead
