tray.io
Tray.ai is an integration and AI orchestration platform founded in 2012 by Rich Waldron, Alistair Russell, and Dominic Lewis.
Profile
Integration platform that connects 700+ enterprise systems, automates workflows, and builds AI agents without coding.
Tray.ai is an integration and AI orchestration platform founded in 2012 by Rich Waldron, Alistair Russell, and Dominic Lewis. The company evolved from email workflow automation to become a comprehensive iPaaS (Integration Platform as a Service) serving enterprise customers with 700+ application connectors and 150 billion workloads executed annually. As of late 2024, tray.ai reported $70.9M in annual recurring revenue with approximately 4,000 customers averaging $17.7K contract values, reflecting a shift toward mid-market and enterprise segments.
The platform has attracted customers including Cisco, Airbnb, NetApp, GitHub, Zendesk, CrowdStrike, and Capital One, typically deployed for lead routing, CRM integration, IT service desks, and data pipeline automation. Tray.ai has raised $149.1M across multiple rounds, most recently a $40M extension to its Series C in September 2022, valuing the company at $600M. However, the company contracted sharply in 2024, cutting 20% of its workforce—mostly engineers—with minimal notice, following at least four rounds of layoffs that reduced headcount from 250 to approximately 159 by December 2024 (currently reporting ~201 employees across four continents).
The shift toward AI agents reflects market trends: in June 2025, the company launched Merlin Agent Builder with multi-LLM flexibility and knowledge modeling improvements after acquiring Vanti in March 2025. In February 2026, tray.ai introduced Data Engineering capabilities to address the 60% failure rate of AI projects due to data preparation bottlenecks. The company was named a Visionary in the 2026 Gartner Magic Quadrant for iPaaS, marking its third consecutive year in that position.
Who buys this
- Enterprise companies automating multi-system integrations and CRM data flows
- Mid-market organizations scaling IT service desks and lead management workflows
- AI-native teams building autonomous agents with grounded enterprise data
- Data-heavy businesses needing real-time data transformation and movement across platforms
- Fast-growth SaaS companies consolidating fragmented integration tools
Publicly disclosed clients
- Cisco
- Airbnb
- NetApp
- GitHub
- Zendesk
- CrowdStrike
- Capital One
Strengths and what to watch
Strengths
- 700+ pre-built connectors and 13+ years of platform stability processing over 1 billion workloads to date
- Shifted early to AI agents (Merlin Agent Builder) with knowledge modeling acquisition (Vanti) and multi-LLM flexibility
- Visionary ranking in 2026 Gartner Magic Quadrant for iPaaS for third consecutive year; 115% YoY revenue growth through 2024
Watch for
- Significant workforce contraction in 2024 (20% layoffs with minimal notice) and ongoing headcount uncertainty; engineering depth may limit product velocity
- Customer concentration risk: mid-to-enterprise customer base with high ACVs ($17.7K average) but only ~4,000 customers across platform
- Intense competition from well-funded alternatives (Workato, Make, Zapier, n8n) on pricing and ease-of-use; tray.ai historically expensive relative to market
Recent moves
- 5mo ago Tray.ai Named a Visionary in the 2026 Gartner Magic Quadrant for Integration Platform as a Service
- 6mo ago Tray Launches Data Engineering to Solve the AI Supply Chain Bottleneck that Causes 60% of AI Projects to Fail
- 1y ago Tray.ai Bridges the Agent Adoption Gap with New Breakthroughs in Merlin Agent Builder
Key Information
- Industry
- Data Integration
- Founded
- 2012
Frequently Asked Questions
What is tray.io?
Tray.io is an integration platform connecting 700+ enterprise applications, automating workflows, and building AI agents without code. Founded in 2012, the iPaaS processes 150 billion workloads annually and serves companies including Cisco, Airbnb, GitHub, Zendesk, and Capital One with enterprise-grade reliability.
How many integrations does tray.io support?
Tray.io supports 700+ pre-built connectors integrating enterprise applications across 13+ years of platform stability. The platform has executed over 150 billion workloads to date with 100% execution uptime, making it capable of handling complex multi-system workflows for enterprises automating lead routing, CRM integration, and IT service desks.
Can you build AI agents with tray.io?
Yes. Tray.io launched Merlin Agent Builder in June 2025 enabling AI-native teams to build autonomous agents without code. It supports multi-LLM flexibility—OpenAI, Gemini, Bedrock, Azure—and integrated knowledge modeling acquired through the March 2025 Vanti acquisition to ground agents in enterprise data.
Is tray.io used by major companies?
Yes. Tray.io serves enterprise customers including Cisco, Airbnb, NetApp, GitHub, Zendesk, CrowdStrike, and Capital One. The company was named a Visionary in the 2026 Gartner Magic Quadrant for iPaaS—marking its third consecutive year in that position—and reported $70.9M annual recurring revenue with 115% year-over-year growth.
Does tray.io help with AI data preparation?
In February 2026, tray.io launched Data Engineering capabilities to solve AI project failures caused by data preparation bottlenecks. The platform's SQL Transformer and data quality tools address the 60% failure rate of AI initiatives, enabling data-heavy businesses to transform and move data across platforms in real-time.
How does tray.io compare to competitors?
Tray.io excels with 700+ connectors, Gartner Visionary status, and early AI-agent focus. However, it faces intense competition from Workato, Make, Zapier, and n8n on pricing and ease-of-use. The company also operates with customer concentration risk—~4,000 mid-to-enterprise customers averaging $17.7K contract values—and experienced significant 2024 workforce contraction.
How tray.io compares
Direct head-to-head against 3 competitors. Picked by 7wData.
tray.io
- Positioning
- Integration platform that connects 700+ enterprise systems, automates workflows, and builds AI agents without coding.
- Customer segments
- Enterprise companies automating multi-system integrations and CRM data flows
- Strengths
- 700+ pre-built connectors and 13+ years of platform stability processing over 1 billion workloads to date
- Watch for
- Significant workforce contraction in 2024 (20% layoffs with minimal notice) and ongoing headcount uncertainty; engineering depth may limit product velocity
- Recent moves
- Tray.ai Named a Visionary in the 2026 Gartner Magic Quadrant for Integration Platform as a Service
Workato
- Positioning
- Gartner iPaaS Leader for 8 consecutive years, now repositioning as an agentic AI orchestration platform for enterprise automation teams.
- Customer segments
- Mid-to-large enterprises (1,000 to 5,000+ employees). Buyers are IT architects, operations leads, and business systems teams in sales, HR, and IT.
- Strengths
- Pre-built Genies production-ready agents plus Agent Studio for building governed multi-step agentic workflows across enterprise systems without custom code.
- Watch for
- Opaque sales-led pricing with annual contracts starting at $25,000, frequently cited in third-party reviews as a barrier and source of budget friction.
- Recent moves
- Acquired DeepConverse, a generative AI support automation company, in March 2025, launching AgentX Support to combine agentic orchestration with AI-powered search.
Boomi
- Positioning
- Enterprise iPaaS vendor positioned as the connective layer between legacy systems, SaaS apps, and AI workflows for mid-market and large enterprises.
- Customer segments
- Mid-market and enterprise IT and integration architects in manufacturing, healthcare, financial services, and retail needing multi-system connectivity.
- Strengths
- 700-plus pre-built connectors with a low-code visual process builder, 12 consecutive Gartner Magic Quadrant Leader placements, and 25,000 active customers.
- Watch for
- Connection-based pricing escalates unpredictably at scale. Connectors purchased individually create cost surprises as integrations grow, widely cited on G2.
- Recent moves
- Acquired Rivery (December 2024, approximately $100M) to add Change Data Capture and ELT data movement capabilities to its Enterprise Platform.
MuleSoft
- Positioning
- Salesforce-owned enterprise iPaaS positioning as the connectivity and AI agent orchestration backbone for large organizations running Salesforce plus multi-vendor stacks.
- Customer segments
- Large enterprises and mid-market IT teams already in the Salesforce ecosystem. Buyer is typically a VP of Integration or enterprise architect managing multi-system environments.
- Strengths
- Anypoint Platform unifies API design, management, and runtime in one control plane, giving enterprise teams a single governed layer across cloud, on-prem, and SaaS systems.
- Watch for
- Opaque, escalating renewal pricing is a documented complaint. Customers report costs creep significantly each cycle with limited transparency, making budget forecasting difficult.
- Recent moves
- Salesforce acquired Informatica for approximately 8 billion dollars in November 2025, deepening the data management layer that feeds MuleSoft integrations and AI agent workflows.
Sources
- tray.ai — Company website, product overview, 700+ connectors, customer list (Cisco, Airbnb, NetApp, GitHub, Zendesk, CrowdStrike, Capital One)
- getlatka.com — 2024 financial metrics: $70.9M ARR, 4,000 customers, $17.7K average contract value, 159 employees as of December 2024, 115% YoY revenue growth
- www.crunchbase.com — Founding date (2012), founders (Waldron, Russell, Lewis), total funding ($149.1M), Series C extension ($40M, September 2022), $600M valuation
- tray.ai — Company mission, 150B+ workloads executed annually, 100% execution uptime, backing by Meritech Capital, Spark Capital, True Ventures, Notable Capital
- www.globenewswire.com — June 2025 release: Merlin Agent Builder enhancements, multi-LLM flexibility (OpenAI, Gemini, Bedrock, Azure), Gartner Magic Quadrant Visionary status
- www.businesswire.com — March 2025 Vanti acquisition, knowledge modeling capabilities for AI agents, strategic focus on agent development
- www.globenewswire.com — February 2026 Data Engineering launch with SQL Transformer and data quality capabilities