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tray.aiSan Francisco, California, United States
A leading enterprise automation platform delivering data and AI orchestration at scale.
Tray.ai is an enterprise automation platform that helps organizations orchestrate data, applications, and AI-driven workflows at scale. Founded in 2012, the company aims to accelerate digital transformation by reducing bottlenecks, enabling teams to automate cross-system processes, govern automated interactions, and securely connect cloud services, on-premises systems, and data sources. The platform serves IT, security, product, and business teams, offering capabilities for data integration, process automation, governance, and interactive AI-enabled agents that can operate across multiple tools while maintaining visibility and control. Through a consistent, governance-first approach, Tray.ai supports rapid experimentation, scalable deployment, and auditable operations across the enterprise, helping customers speed delivery, improve reliability, and reduce manual workload.
Mission statement
Building the future of enterprise automation.
Products & Services
Tray iPaaS Platform
Streamline integration and automation for AI-driven workflows with Tray iPaaS.
tray.ai/platform/intelligent-ipaas- ✓ Connectivity — Broadens Integration Capabilities
- ✓ Data integration — Ensures Reliable Data Flow
- ✓ Process automation — Boosts Automation Speed
- ✓ iPaaS Governance — Ensures Compliance and Stability
- ✓ Intelligent Integration — Unifies Integration Processes
- ✓ AI Governance Across Platforms — Ensures Secure Deployment
- ✓ Unified Foundation — Facilitates Comprehensive Oversight
- ✓ AI Deployment — Accelerates Time to Deployment
- ✓ API management — Enhances API Control
- ✓ Managed authentication — Secures User Access
- ✓ Single Access Model — Streamlines Permissions Management
- ✓ Unified Credentials Management — Enhances Security Posture
- ✓ App Security — Ensures Safe App Operations
- ✓ Embedded integrations — Accelerates Product Integration
- ✓ On-premise connectivity — Facilitates Internal Integrations
- ✓ Unified Repository and Versioning — Streamlines Version Control
- ✓ Cost Management — Optimizes Financial Resources
- ✓ Intelligent document processing — Automates Data Extraction
- ✓ App Registry — Enhances Accessibility
Merlin Agent Builder Platform
Build production-ready AI agents with no code, enabling fast automation across systems.
tray.ai/platform/merlin-agent-builder- ✓ Visual No-Code Builder — Create Agents Visually
- ✓ Guardrails & Audit — Ensure Compliance and Security
- ✓ Fast Development Cycle — Accelerate Deployment
- ✓ Multi-Agent Orchestration — Coordinate Multiple Agents
- ✓ Multi-Channel Deployment — Deploy Across Platforms
- ✓ 700+ App Connections — Connect To Any App
- ✓ Smart Data Sources — Ingest Data Easily
- ✓ Human-in-the-Loop — Maintain Quality Control
- ✓ Usage Examples — Showcase Proven Use Cases
Market Segments
Integration platform as a service (iPaaS)
Capabilities that connect, transform, and route data between cloud and SaaS applications using pre-built connectors, triggers, and managed integrations.
AI agent orchestration
Platforms that deploy, coordinate, govern, and observe multi-agent AI workflows—providing orchestration, model governance, connectors, developer SDKs, and observability for automated business processes.
Intelligent document processing
Automated capture, classification, and extraction of structured data from invoices, contracts, and forms to remove manual entry and accelerate downstream workflows.
Enterprise automation governance and security
Governance, role-based access, audit logging, compliance, and controls to manage, monitor, and scale automation across large organizations.
Related Organizations
Gumloop is an AI-driven automation platform that lets teams create and manage AI agents to automate business workflows across the organization.
Aisera delivers an enterprise AI agent platform that automates IT, HR, customer service, and operations through agentic AI and a broad ecosystem of integrations.
Unified low-code platform enabling enterprise automation and process optimization.
Global integration platform delivering ready-to-deploy connectors to automate data flows across core business systems.
Aquarient Technologies is a consulting and technology services firm delivering clarity-driven transformation and measurable business outcomes for organizations across industries.
ARDEM is a back-office outsourcing and data services company.
Common Questions
- What does Tray.ai, Inc. do?
- Tray.ai is an enterprise automation platform that helps organizations orchestrate data, applications, and AI-driven workflows at scale. Founded in 2012, the company aims to accelerate digital transformation by reducing bottlenecks, enabling teams to automate cross-system processes, govern automated interactions, and securely connect cloud services, on-premises systems, and data sources. The platform serves IT, security, product, and business teams, offering capabilities for data integration, process automation, governance, and interactive AI-enabled agents that can operate across multiple tools while maintaining visibility and control. Through a consistent, governance-first approach, Tray.ai supports rapid experimentation, scalable deployment, and auditable operations across the enterprise, helping customers speed delivery, improve reliability, and reduce manual workload.
- What is Tray.ai, Inc.'s role in the Integration platform as a service (iPaaS) market?
- Capabilities that connect, transform, and route data between cloud and SaaS applications using pre-built connectors, triggers, and managed integrations.
- What is Tray.ai, Inc.'s role in the AI agent orchestration market?
- Platforms that deploy, coordinate, govern, and observe multi-agent AI workflows—providing orchestration, model governance, connectors, developer SDKs, and observability for automated business processes.
- How was the Integration platform as a service (iPaaS) market size estimate for Tray.ai, Inc. calculated?
- Estimated 2025/2026 market size based on multiple industry reports (range US$8.46–17.64bn). I selected a representative midpoint (≈US$15.6bn, aligning with Fortune Business Insights) and derived a consensus CAGR (~25.5%) from reported forecasts (19.5%–32.44%).
- How was the AI agent orchestration market size estimate for Tray.ai, Inc. calculated?
- Primary estimate uses TrendX Insights’ AI Agent Orchestration forecast (base year 2025 = USD 622M) as the closest match to the defined segment. SNS Insider and MarketsandMarkets report larger, adjacent definitions (AI Orchestration / AI Agents) but corroborate rapid growth; differences reflect scope (platform orchestration vs. broader agent ecosystems). Given orchestration-specific figures and corroborating high-growth agent-market reports, estimated current market size ≈ USD 0.62B with high growth potential (~42.5% CAGR).
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