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Predictive Maintenance Alerts n8n Workflow
AI-assessed sensor alerts via WhatsApp and email before failures happen.
How this workflow runs
triggerWebhookSensor data arrives
aiAI DiagnosisAssess failure risk
outputWhatsAppInstant alert sent
outputEmail AlertEngineer notified
actionDaily ReportAI status summary
What it does
Predictive Maintenance Alerts n8n Workflow overview
Connects to machine or IoT sensor data via webhook, uses AI to assess failure risk and severity on a configurable scale, and immediately dispatches WhatsApp and email alerts when thresholds are exceeded. Generates a consolidated daily AI report summarizing equipment status and trends — so engineering teams stay ahead of failures, not behind them.
Who it is for
A practical fit for teams with this repeatable process
Factories, manufacturing facilities, and IoT-heavy operations teams. Reduces unplanned downtime by catching anomalies before they become outages.
- Manufacturing
- Logistics
- Agriculture
- Energy
- Mining
- Facilities Management
How it works
The workflow logic, step by step
- WebhookSensor data arrives
- AI DiagnosisAssess failure risk
- WhatsAppInstant alert sent
- Email AlertEngineer notified
- Daily ReportAI status summary
Connected tools
Integrations
These are the services represented in the current template. Substitute services may require different nodes, credentials, and field mappings.
- OpenAI
- IoT / Webhook
- n8n
What is built in
Features
- Catches equipment anomalies before they become expensive failures
- Real-time WhatsApp alerts reach engineers in seconds — not hours
- AI severity scoring prioritizes which issues need immediate action
- Daily AI report gives management a consolidated equipment health view
- Configurable thresholds for any sensor type or machine metric
Before you import
Requirements
Third-party accounts, usage fees, and API access are not included with the template.
- An active n8n instance
- OpenAI account or API credentials
- WhatsApp account or API credentials
- IoT / Webhook account or API credentials
- Your own business rules, sample data, and approval criteria
What the buyer receives
A documented, editable n8n workflow package
Template package
- Importable n8n workflow JSON
- Setup documentation
- Recorded video walkthrough
- One bonus workflow
Not included
- Third-party subscriptions or API credits
- Your service credentials
- Custom field mapping unless setup is purchased
- Unsupported claims about business outcomes
FAQ
Questions about this n8n workflow
What sensor systems does this integrate with?
Any system that can send data via webhook or HTTP POST. Works with IoT platforms like AWS IoT, ThingsBoard, MQTT brokers via bridge, and custom hardware APIs.
Can I configure different alert thresholds per machine?
Yes — the workflow uses configurable severity rules. Different machines can have different thresholds and alert recipients.
What does the daily AI report include?
A plain-language summary of all sensor readings, anomalies detected, alerts sent, and recommended actions — generated by the AI and delivered to your inbox every morning.
Choose your route
Get the template or request installation
Self-install the workflow for $79, or request a scoped setup from $899 on your own accounts.