Resources / Guides
Getting MCP right: The five properties every enterprise deployment needsLearn the five critical properties that distinguish sustainable MCP deployments from those vulnerable to security or compliance failures.
23 items
eBookNot everything needs AI. A framework for knowing what does.Not every workflow needs an AI agent. A framework for knowing when to use rule-based, AI-powered, or agentic automation — before you build.
Industry reportTray named a Leader in the 2026 Nucleus iPaaS Value Matrix for seventh consecutive yearFor the seventh consecutive year, Nucleus Research recognizes Tray in the Leader quadrant — this year for its AI orchestration platform, MCP governance capabilities, and strong agent infrastructure for enterprise deployment.
GuideGetting MCP right: The five properties every enterprise deployment needsLearn the five critical properties that distinguish sustainable MCP deployments from those vulnerable to security or compliance failures.
- Industry reportGartner® Report: Hype Cycle™ for Agentic AI, 2026
Get the latest Gartner® 2026 Hype Cycle™ for Agentic AI report to learn about the fast-moving innovations in the space, from AI Coding Agents to No-code Agent Builders.
Industry reportTray.ai is named a Visionary in the 2026 Gartner® Magic Quadrantᵀᴹ for iPaaSTray.ai is a Visionary in the 2026 Gartner Magic Quadrant for iPaaS. Get the full report and see why IT teams choose Tray for AI orchestration.
GuideAI agent strategy playbook: How to run agents at enterprise scaleLearn how teams move AI agents from pilots to production with the right operating models, governance, and orchestration strategies.
- InfographicThe difference between chatbots, copilots, and AI agents
See the difference between AI agents, copilots, and chatbots in action. This visual shows what happens when each gets the same enterprise request and why only agents can act across systems.
- InfographicYour help desk needs help
A practical six-step framework for deploying ITSM AI agents that go beyond chatbots to resolve help desk tickets, with built-in governance and measurement.
SurveyHow enterprise teams are scaling AI agentsNew data from 1,000+ IT leaders on adoption, investment, and what’s blocking scale.
GuideFrom prototype to production: AI agents that actually shipHow platform teams ship AI agents to production with Tray and Amazon Bedrock—featuring architectures, frameworks, and real use cases.
SurveyThe rise of enterprise AI agentsBased on 1,000+ IT leaders, this infographic highlights key trends in agent adoption, blockers, and where AI agents are gaining traction.
eBookRethink IT onboarding with AI-ready iPaaSModern IT teams are automating onboarding with AI-ready iPaaS. Learn how Headway and Beyond Finance cut time, reduced risk, and scaled faster.
eBookFive keys to integrating Snowflake and Databricks into your businessOperationalize Snowflake and Databricks for reverse ETL. Discover five integration principles for building AI-ready, real-time workflows.
SurveyThe hidden blockers slowing AI downThis infographic highlights findings from 1,000+ IT and business leaders on what’s stalling AI adoption—like SaaS sprawl, missing strategy, and integration gaps.
eBookThe power of Tray: Real stories of automation and growthSee how companies like Airbnb, Cisco, and NetApp use Tray to accelerate delivery, improve lead management, and scale enterprise automation.
Industry report356% ROI in just 3.6 monthsAuctane saved $205K annually, reclaimed 50 hours/month, and cut delivery time by 3x using Tray’s low-code automation platform.
- Industry report194% ROI and $348K in annual savings
AVID avoided $6.1M in consulting costs and cut delivery time using Tray’s low-code platform.
eBookFix your broken lead funnelAutomate the lead lifecycle across your entire funnel—from capture to routing—and eliminate data issues, delays, and dead leads with the Tray platform.
Industry reportHow composable integration is reshaping enterprise ITThe Futurum Group shares how IT and ops teams are scaling automation and reducing overhead with composable development and AI-ready iPaaS.
eBookHow enterprise teams are scaling integration for modern workloadsIT and platform leaders are scaling integration to support modern workloads, AI ops, and cross-team orchestration—with less code and more speed.
eBook3 signs it’s time to modernize your iPaaS with AIAI-powered platforms are helping teams break through delivery backlogs, cut overhead, and scale without burning out engineering.
eBookCash faster, with less frictionHow finance and RevOps teams are automating the order-to-cash cycle to eliminate manual work and accelerate revenue.
eBookTurn integrations into revenueHow SaaS teams turn customer integrations into revenue. Explore 10 monetization models and a practical ROI framework to prioritize investments.