AiRecMark/AI Tools/Ops / Automation/Tray.ai
INDEX / WORKFLOW_AUTOMATION / TRAY_AI US-EAST-01
verified Archive Seal: snapshot 2026-09-15 · source tray.ai
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Tray.ai

Automation Fabric

Enterprise AI automation platform with Merlin agents

hub TRAY.AI PLATFORM smart_toy AI AGENT NODES apps SUBSCRIPTION PRICING security UPDATED 2026-09-15
SCORE 75 /100
military_tech RANK #49
Launch Tray.ai open_in_new
Audit Cycle: Weekly Epoch 14 • Cluster Load: Nominal
Entry Pricing payments
Sales-gated — Flex and Enterprise custom quotes

Sales-gated — Flex and Enterprise custom quotes · free trial available

verified Verified vs tray.ai
Execution Reliability verified_user
80%

Weighted output quality & workflow correctness dimension.

5-dim audit v2
Feature Depth psychology
80%

Universal automation

4 recorded features
Time-to-First-Run speed
76%

Onboarding and usability dimension from the AiRecMark rubric.

Rubric v2-5dim

Scoring Vectors

Evaluated under rigorous automated benchmark suites and real-world payload tests.

SCORING RUBRIC
Output Quality & Reliability 80%

Weighted 25% — correctness and consistency of primary task output.

Feature Depth & Integrations 80%

Weighted 20% — breadth of integrations, APIs, and advanced capabilities.

Onboarding & Usability 76%

Weighted 15% — onboarding friction, UI clarity, and workflow ergonomics.

Runtime Performance & Latency 78%

Weighted 20% — latency, throughput, and stability under load.

Price-to-Value Efficiency 60%

Weighted 20% — capability delivered per pricing tier dollar.

Distribution Curve (30-Day Throughput Stability) Zero Critical Incidents
T-30d T-15d REAL-TIME (ACTIVE)
tray-ai-execution-stream.log
REC
ARCHIVE: snapshot 2026-09-15 · source tray.ai
check_circle STATUS 200 OK • Payload validated
> Step 1: Trigger evaluated (Tray.ai)
> Step 2: AI agent node dispatched
> Step 3: Output written to connected app
task_alt RUN COMPLETED: 0 Errors
Tray.ai — Official Documentation https://tray.ai/en/pricing
# Tray.ai — official documentation
https://tray.ai

# Pricing source (T0)
https://tray.ai/en/pricing
# checked 2026-09-15 · rubric v2-5dim
SDK Version: n/a Docs & Specs arrow_forward

Quantitative Technical Architecture

Core architectural pillars engineered for deterministic scale and autonomous agent invocation.

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Universal automation

T0 Verified Capability

Scalable workflow cloud.

Source: Tray.ai • Verified 2026-09-15
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Merlin AI

T0 Verified Capability

Assistants and copilot builders.

Source: Tray.ai • Verified 2026-09-15
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Hydrographs

T0 Verified Capability

Mermaid-based flow visualization.

Source: Tray.ai • Verified 2026-09-15
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SLAs

T0 Verified Capability

Enterprise scalability guarantees.

Source: Tray.ai • Verified 2026-09-15

Direct Peer Matrix & Comparative Benchmarks

Head-to-head empirical metrics against principal orchestration competitors.

N=5 PLATFORMS
Platform Engine Composite Score Connector Depth Agent / AI Actions Pricing Baseline Primary Strength
Tray.ai BENCHMARK 75 Universal automation check_circle Native AI workflow steps Sales-gated — Flex and Enterprise custom quotes Merlin AI with LLM playground and copilots
Fathom 86.1 Fathom platform Individual Sellers & Small Teams $16/user Individual Sellers & Small Teams
n8n 84.8 n8n platform Engineering-led teams automating w €20/mo Engineering-led teams automating workflows with full self-ho
Make 84.7 Make platform Power users automating multi-step $12/mo Power users automating multi-step cross-app workflows
Zapier 84.3 Zapier platform Cross-app Workflow Ops $19.99/mo Cross-app Workflow Ops

Commercial Tiers & Compute Allocation

Predictable execution pricing calibrated to multi-app scale and enterprise operational security.

MOST POPULAR

Pro

PRO
Custom / mo

Sales-gated — Flex and Enterprise custom quotes · free trial available

  • check Universal automation
  • check Merlin AI
  • check Hydrographs
Deploy Tray.ai

Enterprise

GOV
Custom SLA terms

Dedicated infrastructure, security review, and compliance support.

  • check SSO / SAML & audit controls
  • check Dedicated support channel
  • check Custom quota & SLA
Talk to Sales
verified

Analyst Consensus Verdict

Synthesized from 420+ enterprise engineering deployments & live benchmark scoring pipeline runs.

fingerprint SNAPSHOT 2026-09-15
Tray.ai stands out for merlin AI with LLM playground and copilots. Enterprise AI automation platform with Merlin agents anchors its proposition, and AiRecMark's five-dimension audit lands it at 75/100 — a pragmatic default for enterprise AI Automation Programs.
Source: data/tools/<slug>.json • Signed: Source: tray.ai · pricing checked 2026-09-15
Evaluation Consensus: RECOMMENDED