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.
Our biggest release yet makes Merlin Agent Builder even better at delivering agents that get used. Agents built with Tray take action with the right data, use the best LLM for the task, keep memory of past interactions, and meet users where they work. No starting over. No switching tools. No unfinished actions.
It's how agents go from built to used.
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.
The AI-ready iPaaS
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.
Smarter IT onboarding
Automate onboarding with AI to cut IT effort from days to minutes.
Intelligent lead management
Automate lead processing with AI, including predictive scoring and opportunity insights.
Rapid embedded integrations
Use AI-driven low-code tools to deploy integration marketplaces with unmatched speed.
Autonomous support agents
Deploy AI agents for IT tickets. Automate call and meeting prep to boost productivity.
Optimized order-to-cash
Use AI to automate PDF data extraction, assess payment risk, and create GenAI confirmations.
See why more teams are turning to AI-ready integration platforms to scale agents securely across systems.
Recognized for composable architecture, low-code orchestration, and tools for building scalable, adaptable AI agents.
See how Yext used Tray to consolidate all their integration needs, including built-in monitoring and real-time dashboards.
See how Tray agents take action on July 17. No slides. No filler. Just a working session that shows what they can do.
ROI achieved
integrations for over 1 million customers
boost in data delivery and reporting
integrations across 60+ apps