Insights
Technical notes for resilient charging sites and Industrial Edge AI.
Practical notes on architecture, resilience, OCPP, CPMS at the edge, brownfield data integration and AI in operations.
Why cloud-only charging infrastructure is risky
Charging infrastructure needs central systems, but not every critical decision should depend on the cloud.
11 min OCPPOCPP Broker: when do you really need one?
An OCPP Broker is useful when charge points, backends and operator processes need decoupling.
10 min Edge AIEdge AI in charging sites: 8 use cases
From local troubleshooting to smart charging: where Edge AI creates value first.
12 min Industrial AIPredictive maintenance at the edge
Why predictive maintenance often starts better locally than in a central data lake program.
10 min BrownfieldBrownfield Industrial AI: why data integration is the real bottleneck
Industrial AI rarely starts with perfect data. Success depends on pragmatic OT/IT integration.
11 min CPMSCPMS at the edge: what should run locally and what belongs in the cloud
Robust charging infrastructure separates local operating logic and central platform functions.
10 min ResilienceResilient charging infrastructure through edge and cloud
How charging sites become more robust by combining local intelligence with central platform functions.
11 min