Author Archives: John Rinaldi
Manufacturing AI is Only as Smart as the Data It Can Reach
I’ve been around a long time, and I can tell you that manufacturing AI is [...]
Jul
A Control Engineer Evaluates Modbus AOI vs Protocol Gateways For Integrating HV Breakers Into A Controllogix PLC
In this user story, a control engineer confronts a myriad of choices for moving a [...]
Jul
The Four Critical Requirements For A Machine-Level Historian
Personal preferences matter a lot to people and that includes equipment choices like a data [...]
Jul
Beyond the Algorithm: Why Standardized Data Models Matter More Than AI
What John Rinaldi shared during his Automate 2026 presentation on building scalable Industrial AI. Artificial [...]
Jun
Industrial Control Comes to the Data Center
There is revolutionary change in how we build data centers. Compared to what we are [...]
Jun
Monitoring a Modern Data Center From the Proverbial “Single Pane of Glass”
I have a colleague who loves the phrase “Back in the day…” and uses it [...]
Jun
How to Pick a Communications Protocol for a Data Center
If you’re a system integrator, it’s easy to burn three weeks of commissioning time and [...]
Jun
AI Data Centers Have a Communications Protocol Problem
I remember when data centers used to be quiet rooms full of servers that required [...]
Jun
How Metadata Makes Manufacturing Data Models AI-Ready
Standardized, consistent metadata is what turns a manufacturing data model from a tidy structure into [...]
May
Standardized Data Models: The Quiet Requirement Behind Smart Manufacturing
Smart manufacturing programs often fail for a non-glamorous reason: the data is not structured consistently [...]
May
