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IoT Sensor Data Aggregation and Real-Time Anomaly Detection Pipeline

by Cheng Siong ChinUpdated Aug 2026
RequiresPostgresPostgresOpenAISlackEmail (SMTP)Email (SMTP)
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MqMQTT Sensor Data IngestionMQTT Sensor Dat…SeWorkflow ConfigurationWorkflow Config…CoEdge Preprocessing & ValidationEdge Preprocess…SeNormalize Sensor DataNormalize Senso…Store Raw Data in Time-Series DBStore Raw Data …AgAggregate Sensor ReadingsAggregate Senso…AgAI Anomaly Detection AgentAI Anomaly Dete…OpenAI Chat ModelOpenAI Chat Mod…IfCheck for AnomaliesCheck for Anoma…Store Anomaly RecordsStore Anomaly R…HRSend Alert to Dashboard APISend Alert to D…Send Slack AlertESSend Email AlertScModel Retraining ScheduleModel Retrainin…Fetch Historical Data for RetrainingFetch Historica…HRRetrain ML Model via APIRetrain ML Mode…CoStatistical Anomaly DetectionStatistical Ano…12345678910111213
1/5
FLOWS
STEPS · 13
Starts on a Mqtt event

On MQTT sensor events, stores readings in Postgres, and an OpenAI agent detects anomalies, alerting via Slack and SMTP email.

Tags

eventcomplexPostgresOpenAIEngineeringAI Summarizationdiscoveredpending-review
Connects
postgresPostgresOpenAISlackemailsmtpEmail (SMTP)
CategoryAI Agents & Chatbots
Triggerevent
Complexitycomplex
Nodes17
AddedJun 27, 2026