EngineersData Architecture
Factory floor data collection architecture with MQTT and time series
From PLC to dashboard: topology, broker selection, topic modeling, and data retention for reliable industrial telemetry.
2 min read
Track · Engineers
Architecture, integration and automation — no slide-level abstraction.
Architecture, integration, industrial telemetry and engineering practice: technical decisions explained in enough detail to reproduce.
Reference architectures
Topologies that survive network loss and plant change.
Industrial data
Modeling, cardinality, retention and pipeline observability.
Applied AI
From sensor to alert, with temporal validation and named diagnosis.
Publications in this track
EngineersApplied AI
Predictive maintenance: from sensor to the alert someone actually acts on
Why most predictive maintenance pilots don't survive past month six — and what changes when the alert is designed together with operations.
2 min read
Newsletter
Technical and strategic content, once a month
Analysis on automation, industrial data and technology adoption. No spam.