Tool Introduction

Rich Waldron, Alistair Russell, and Dominic Lewis founded Tray.ai in London in 2012, first as a consumer tool for aggregating personal data. After passing through the AngelPad accelerator, the company pivoted around 2015 toward enterprise integration and automation. Originally known as Tray.io, the business rebranded to Tray.ai to reflect a focus on AI agent orchestration alongside its integration roots.

Rich Waldron serves as chief executive officer and Alistair Russell as chief technology officer. Investors backing the company include Meritech Capital, Spark Capital, Notable Capital, and True Ventures.

Demo Available?

Tray.ai offers a sales-led demo for Pro and Team plans and a free trial, both initiated by contacting the sales team.

Aggregate Rating

4.5/5 stars (based on 336+ verified reviews across the internet)

Detailed Overview

What Tray.ai Does

Tray.ai lets an enterprise connect its business systems and run AI agents from one place. Teams build conversational or autonomous agents in Merlin Agent Builder, a no-code and low-code tool with guardrails, approval steps, and access controls, then deploy them to Slack, Teams, a chatbot, or an API. The integration layer links 700+ applications so a single workflow or agent can act across systems.

Who Tray.ai Is For

The platform serves mid-size to large business software and technology companies such as Zuora, GitHub, and Mixpanel, plus consumer-scale operators like Life360, which supports 88 million monthly active users. Inside these organizations, three groups tend to adopt it: IT and platform engineering teams building service-desk and provisioning agents, revenue-operations teams automating lead routing and order-to-cash, and product teams embedding integrations into their own software.

Top Differentiators

Unlike workflow tools that cap execution, Tray.ai processes integrations with no operation-count limits and pairs automation with a native agent builder and a governed MCP (Model Context Protocol) layer, the standard for exposing tools to agents. Compliance spans SOC 2 Type II, HIPAA, and GDPR with per-run audit trails. Recognition includes a Gartner Magic Quadrant Visionary placement and a named Pioneer in Gartner's No-Code Agent Builders category for 2026.

Founding Year

2012

Target Industry

B2B, Enterprise, Technology and SaaS, Financial Services, E-commerce, Logistics, Real Estate

Available Integrations

Salesforce: CRM (customer relationship management) backbone for revenue-ops automation, with bi-directional sync, loop prevention, Bulk API rate-limit queuing, and AI-agent actions; a separate connection per sandbox or production is recommended.
Slack: operational hub for alerts, approvals, and agent conversations, with interactive approval workflows, alert deduplication, and built-in API rate-limiting with automatic retry.
Snowflake: warehouse hub offering paginated query execution, result streaming for million-row datasets, MERGE-based incremental sync, and centralized credential management with audit trails.
NetSuite: bi-directional financial-data sync that abstracts SuiteQL, REST, and SOAP into one no-code operation set, supporting OAuth and token-based authentication.
HubSpot: CRM hub for lead routing and deal-pipeline automation, with dynamic field mapping, webhook retry and idempotency controls, and association traversal.
LLM (large language model) connectors: OpenAI, Anthropic (Claude), Google Gemini, DeepSeek, and Mistral, listed under the LLMs category and callable as the model layer inside agents.
Jira Cloud: work-management connector for escalation routing and ticket handoffs under the shared auth and trigger-cadence framework.
Zendesk: support-ticketing connector for ticket-to-CRM handoff, listed by name without individual capability detail published.
AWS S3: storage connector for file and object sync using the shared OAuth, JWT, API key, or Basic authentication model.

Tray.ai lists three named plans, Pro, Team, and Enterprise, with no dollar amounts published; each plan's call-to-action is Get a demo for Pro and Team or Talk to sales for Enterprise. Pricing is usage- and feature-based, with a task-based consumption layer beneath the named tiers and a custom quote from the sales team.

Pro: for specific use cases, with 3 workspaces, 7-day insights, 7-day log retention, and 700+ connectors.
Team (marked Popular): for multiple use cases within a department, with 20 workspaces, 30-day insights, 7-day expandable log retention, log retention management, and all add-ons available for purchase.
Enterprise: for multiple departments and partner integrations, with unlimited workspaces, 180-day insights, advanced on-premise, SSO, HIPAA, regional hosting, log streaming, and data engineering.

Add-ons include Agent Development, which bundles Agent Gateway for MCP and Merlin Agent Builder, plus HIPAA, SSO, regional hosting, 30-day log retention, 180-day insights, Tray IDP, data engineering, and log streaming. Two support tiers apply: Tray Advantage, included in all plans with business-hours support, and Tray Advantage Plus for Team and Enterprise with 24/7/365 support, enhanced SLAs, and a dedicated Slack channel. Upgrades are self-service; downgrades require contacting support. No free tier or self-serve checkout is offered.

Pricing last verified: 07/09/2026
Disclaimer: Pricing is subject to change. Please confirm current pricing on the vendor site.

Features & Specs

Connectors: 700+ application connectors, including Salesforce, Workday, Snowflake, Jira, Airtable, Asana, AWS S3, NetSuite, HubSpot, Slack, Zendesk, and OpenAI.
Authentication methods: OAuth, JWT, API key, and Basic across connectors.
Data cadence: webhooks, polling, and batch, plus a universal HTTP connector and a connector SDK for building custom connectors.
Merlin Agent Builder: supports every major LLM (large language model) as pluggable, with models swappable without rebuilding agents.
Agent memory: Smart Data Sources automatically ingest, partition, chunk, and embed data for short- and long-term memory.
Agent governance: per-user access control, approval workflows for sensitive actions, PII (personally identifiable information) protection, and full tool-call logging.
Agent deployment: Slack, Teams, a chatbot, or an API from a single build.
Agent Gateway for MCP (Model Context Protocol): publishes composite agent tools as governed MCP services with audit and observability.
Development experiences: Tray Build visual low-code canvas and Tray Headless, which exposes the platform to AI IDEs.
Tray Headless for Claude Code: a tray-workflows plugin with six skills and one-time OAuth2 browser authentication, plus a Codex counterpart.
Scale: 150B+ integrations processed annually on multi-region AWS hosting across availability zones.
Plans: three named tiers, Pro with 3 workspaces, Team with 20 workspaces, and Enterprise with unlimited workspaces.

Security & Compliance

Certifications and compliance: SOC 2 Type 2 audited annually alongside SOC 1, with stated GDPR, CCPA, and HIPAA compliance.
Data residency and encryption: US, EU, or APAC hosting, with all data encrypted at rest and in transit and extra safeguards for tokens and API keys.
Identity and access: single sign-on (SSO) enforcement, phishing-resistant two-factor authentication, and role-based access permissions.
Monitoring and logging: 24/7 automated monitoring, logging of every action, optional log streaming to customer systems, and configurable retention from 30 days down to 24 hours, or disabled.
Independent testing: annual penetration testing and an active bug bounty program.
Support access and backups: time-limited, grant-based, and audit-tracked access to customer environments, daily-minimum backups stored in separate locations, and disaster recovery tested annually.
AI data handling: customers own all AI output, an opt-out is available, no model training on customer data occurs, and providers do not retain prompts after processing; Tray Guardian applies tokenization, redaction, and policy controls.
Resilience: multi-region AWS hosting across availability zones with a claimed 100% execution uptime and 150B+ integrations processed annually.
Enterprise gating: SSO and HIPAA support are provided at the Enterprise pricing tier.

Industry Use-Cases

IT service desk automation at Apollo

Apollo, a sales intelligence software company, deployed an IT Service Management agent inside Slack, built on Merlin Agent Builder, to triage tickets, auto-resolve when confident, and escalate to a human otherwise. Within the first two weeks the agent deflected 40% of IT tickets, held a one-second first-response SLA, and earned a 4.95/5 satisfaction score, with 80+ further agent use cases identified, per the company's published case studies.

Employee request orchestration at Life360

Life360, a consumer safety platform with 88 million monthly active users, built an orchestrator agent named Mimir on Merlin Agent Builder as a single Slack entry point that routes employee requests to specialized sub-agents for ITSM, Jira, Confluence, Slack management, and coding tasks. The deployment brought more than 2,500 previously ungoverned Slack channels under agent orchestration and gave Jira tickets full Slack-thread context.

Legacy migration at Yext

Yext moved 100+ services off MuleSoft onto Tray.ai in three months at 60% lower cost, per the company's published case studies. Integration delivery accelerated roughly threefold after the migration, cutting the effort required to ship new connections.

Embedded integrations at Podium

Podium embeds Tray.ai integrations inside its own platform so its customers can connect the systems they already use. Customers who integrate this way are 70% more likely to be classified as active and 60% less likely to churn, according to Podium's published figures.

Tool's Alternatives

Workato positions itself as an orchestration layer for AI agents with Enterprise MCP support, prebuilt departmental agents called Genies, data orchestration, API management, and RPA in one platform. Its marketing does not state an exact connector count, so catalog-size comparison against Tray.ai's 700+ is not possible from the official source. Its recipe-based workflow model and ready-made department-specific agent templates set it apart.

Zapier connects AI systems to 9,000+ applications through MCP and its SDK, with action-level permissioning, domain restrictions, audit logging, and log streaming to Datadog or Splunk. Its enterprise pages emphasize governance rather than a low-code visual builder, leaving its self-serve positioning less clear from official material. Bring Your Own Model support and the largest named app count distinguish it.

Boomi unifies integration, master-data synchronization, event-driven automation, B2B and EDI, API management, and AI-agent lifecycle governance, and claims more compliance certifications than comparable platforms, including ISO 27001 and FedRAMP. It does not publish a specific connector count for a like-for-like comparison. Deploy-anywhere hybrid flexibility across cloud, on-premises, and edge is its defining trait.

MuleSoft Anypoint Platform offers over 1,500 pre-built connectors, API design and deployment tooling, and native MCP support, and cites a Forrester study showing a 60% reduction in integration-delivery effort. Its depth leans toward developer-led, API-led work rather than a pure no-code business-user experience. API-led connectivity and deep Salesforce and Agentforce ties are its core differentiator.

Frequently Asked Questions

What is the Tray.ai integration and automation platform?

Tray.ai is an AI-ready integration and automation platform, an Intelligent iPaaS, that connects 700+ applications and lets organizations build, deploy, and govern AI agents, including MCP-based tools, alongside traditional workflow automation.

How much does Tray.ai cost and what plans exist?

Pricing is usage- and feature-based across three plans, Pro, Team, and Enterprise, with no published figures. Prospects contact the sales team for a customized quote based on their requirements and expected usage.

Does Tray.ai offer a free trial to new users?

Yes, a free trial is available so users can explore the platform, but it is not self-service. Starting the trial requires contacting the Tray.ai sales team, and no duration is disclosed.

What AI agent tools does Tray.ai include?

Tray.ai includes Merlin Agent Builder for no-code and low-code agents and Agent Gateway for MCP (Model Context Protocol), which publishes composite agent tools as governed MCP services with audit and observability.

Which security certifications and data residency does Tray.ai hold?

Tray.ai holds SOC 2 Type 2 audited annually plus SOC 1, with GDPR, CCPA, and HIPAA compliance and US, EU, or APAC data residency. Data is encrypted at rest and in transit.

Does Tray.ai work with AI coding tools like Claude Code?

Yes, Tray Headless exposes the platform through a Claude Code plugin called tray-workflows, with six built-in skills and one-time OAuth2 browser authentication rather than a pasted API token, plus a Codex counterpart.

How many applications and connectors does Tray.ai support?

Tray.ai provides 700+ application connectors supporting OAuth, JWT, API key, and Basic authentication, with webhook, polling, and batch cadences, plus a universal HTTP connector and a connector SDK for custom connectors.

Comments are closed.

Tray.ai

Enterprise orchestration for data and AI.