Introducing Automation Ops — a new category

Your automations
break silently.
We catch them.

OrchestrAI monitors every workflow running on n8n and Make.com, detects silent failures before your clients do — including the ones that never trigger an error code — and auto-recovers from one control plane.

5×
detection rules
<5m
alert delivery
3×
auto-retry max
48h
baseline learn
OrchestrAI — Workflow Health Dashboard
47
total workflows
43
healthy
2
need attention
Lead Qualification AI n8n 61%
CRM Data Enrichment make 78%
Invoice Automation n8n 99%
Email Follow-up Sequence make 94%
The problem

Automation tools tell you when things work.
Not when they quietly stop.

The most expensive failures in automation aren't errors. They're workflows that keep running — technically — while delivering nothing.

[ Silent Degradation ]

Output fades, not fails

Your workflow runs. The log says success. But output volume dropped from 60 items to 2 three days ago. No error. No alert. Your client wonders why nothing is happening.

rule: output_volume_anomaly
items: 2 / baseline: 58
alert_fired: false ← no error code
[ Cascading Failures ]

One break, three down

A broken API key. Three downstream workflows that depend on it. You find out when the client calls on a Friday afternoon asking why their CRM hasn't updated in two days.

rule: execution_silence
last_run: 47m ago
expected_cadence: 15m
[ Zero Visibility ]

No single pane of glass

You're switching between n8n, Make, Slack, and a browser to piece together what broke and when. There's no single place to see the health of your entire automation stack.

tools: n8n + make + zapier
control_layer: null
visibility: none
The solution

Four capabilities. One control layer.

Connect once. OrchestrAI gives you the operational intelligence that n8n and Make were never designed to provide.

01 / 04 — Control Center

Workflow Health Dashboard

Every workflow across every tool on one screen. Real-time status, 7-day success rate trends, and health indicators — green, amber, red, grey — before your clients notice a thing.

Lead qualification pipeline Client A — n8n
Failed
Active Alerts
Hard failure
Cannot read property 'email'
Success rate drop
7-day rate fell to 61%
Retry History
Attempt 3 Failed
Attempt 2 Failed
Execution Log
47m ago Error
02 / 04 — Real-time

Failure Detection & Alerting

Five detection rules — including silent degradation patterns that never trigger an error code. Evaluated against a 7-day rolling baseline. Email and Slack in under 5 minutes.

✓ hard_failure: evaluated
✓ execution_silence: evaluated
⚠ output_anomaly: ALERT FIRED
Email queued → client@agency.com
03 / 04 — Autonomous

Auto-Recovery Engine

On hard failure, OrchestrAI doesn't just alert — it acts. Up to 3 automatic retry attempts with configurable delays. If it recovers, you might never even see the alert.

autorenew
04 / 04 — Visualisation

Dependency Mapping

Visualise workflow relationships as an interactive graph. See cascade paths before they become client-facing failures.

triggers
data_dependency
shared_source
Lead Sync
Data Fetch
→→→
AI Enrichment
→→→
CRM Push ⚠
Notify ⚠
Detection Engine

Five rules that catch what n8n can't.

Most tools only fire on explicit errors. OrchestrAI evaluates five rules against a 7-day rolling baseline — including the silent patterns that would never trigger a traditional alert. A 15-minute cooldown prevents alert fatigue.

01
Hard Failure
Execution returned explicit error. Fires immediately — no baseline needed.
critical
02
Execution Silence
No run within 2× the expected cadence window.
warning
03
Success Rate Drop
7-day rolling rate falls below threshold. Default: 80%.
warning
04
Duration Spike
Avg execution time exceeds 2× the 7-day baseline.
warning
05
Output Volume Anomaly
Items processed drops below 50% of baseline. Catches silent degradation.
warning
monitoringEngine · Cloud Function · every 5 mins
07:50:08 INFO Engine started. 12 active integrations
07:50:09 INFO Polling n8n — 31 workflows fetched
07:50:10 OK Metrics computed. Evaluating 5 rules
07:50:11 WARN Rule 5 fired: output_volume_anomaly
07:50:11 WARN "AI Enrichment" → 2 items (avg: 58)
07:50:12 ALERT Alert created · severity: warning
07:50:12 INFO Email + Slack queued via Cloud Tasks
07:50:13 DONE Cycle complete in 5.8s
How it works

Connect once. Monitor forever.

Integrated into your stack in minutes. No workflow modifications. No middleware. Just monitoring.

1

Connect your tools

Enter your n8n instance URL and API key, or your Make.com token. OrchestrAI imports all your workflows instantly and begins monitoring.

2

Baseline learning

Over 48 hours, OrchestrAI builds a performance baseline for each workflow — duration, output volume, success rate. Anomaly detection only activates once the baseline is ready.

3

Real-time detection

Every 5 minutes, the monitoring engine evaluates all 5 rules against live data. Alerts fire the moment a threshold is crossed — including silent degradation patterns that never trigger an error code.

4

Auto-recovery

On hard failures, OrchestrAI automatically retries up to 3 times with a configurable delay. If it recovers, you might not even see the alert. If it doesn't, you get full context to act fast.

5

You stay informed

Email and Slack alerts with full context — which workflow, which rule fired, what the current value is versus the baseline, and a deep link directly to the workflow detail.

The category

The evolution of operations

Every major infrastructure shift produces a new operational discipline. We're at the beginning of the automation shift. The operational layer doesn't exist yet. We're building it.

settings
2009+

DevOps

Emerged after cloud computing proliferated. Bridged development and operations for distributed infrastructure.

established
visibility
2016+

Observability

Emerged after microservices proliferated. Made complex distributed systems legible and debuggable.

established
hub
2025 →

Automation Ops

Emerging as every company becomes an automation company. OrchestrAI is building the definitive control layer for this category.

building now
Early access

Be the first to run
on OrchestrAI.

20 founding beta spots. Free access. Direct input on the roadmap. Personal onboarding from the founder. Built for automation agencies and automation specialists running n8n and Make.com in production.

Free during beta
No credit card
Direct roadmap input