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AI Intelligence Hub
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Troubleshooting a Machine Fault With Recorded Repairs and an AI Assistant
A fault code appears on the infeed servo at 2 a.m., and the technician who fixed the same fault last spring is not on shift. The manual is a scanned ...
October 27, 2026
Combining Sensor Data With Video for Maintenance: What It Takes
A vibration alarm on a pump tells a reliability engineer that something about the bearing has changed, and nothing about what the pump looks like at ...
October 27, 2026
Investigating a Quality Escape With Plant Footage: From Complaint to Root Cause
A quality escape is usually found by someone outside the plant. A distributor opens a case and sees the wrong label, or a customer's incoming ...
October 27, 2026
Generative AI for Manufacturing Knowledge: Answers From Your Own SOPs and Videos
Most writing on generative AI for manufacturing, such as Google Cloud's list of five generative AI use cases for manufacturing, surveys where the ...
October 27, 2026
Predictive Maintenance With Video AI: What Cameras See Before a Machine Fails
A predictive maintenance program is built on instruments: vibration probes on the bearings, thermal surveys of the panels, motor current signatures, ...
October 26, 2026
Knowledge Transfer in Manufacturing: Keeping What Experienced People Know
Every plant has a handful of people whose absence shows up in the numbers during the same week they are gone. When the senior setter is on leave, ...
October 26, 2026
What Analysis Can Still Do With an Incident Already Recorded
A person came to attention on one of your cameras today, and the next question is whether they have been here before. That same camera was running in ...
September 18, 2026
Multi-Camera Triangulation: Following a Person or Object Across Your Cameras
A person comes to attention on one of your cameras. Either a member of staff reported them or a rule drawn on that camera flagged them. The footage ...
September 18, 2026
Unusual Activity on Campus: Beyond the Preset List
Veteran campus security officers develop an instinct that no training manual fully captures: the sense that something is off. The person moving ...
September 1, 2026
Investigating a School Incident From Camera Footage
A school incident investigation has more audiences than any other kind this platform family serves, and each one changes what the record must be. The ...
September 1, 2026
From Detection to Lockdown: Automation and the Human in the Loop
Every school emergency plan contains a sentence like "upon confirmation of a threat, initiate lockdown procedures," and buried in that sentence is ...
September 1, 2026
Asking Questions of Plant Footage in Plain Language
There is a ritual every operations and security team knows, and nobody has ever defended it: scrubbing. An incident happened sometime Tuesday, ...
September 1, 2026
Routing Safety Events Into the EHS System of Record
Ask a corporate Environmental, Health and Safety (EHS) director what they actually run their program on and the answer is a system of record: the ...
September 1, 2026
From Detection to Escalation: How the Agent Decides to Look Closer
The hardest problem in monitoring was never detection. It is deciding what deserves a human, and every failed deployment in this industry failed ...
September 1, 2026
Correlating a Line Stop With What the Cameras Saw
Some of the most valuable facts in a plant are not events at all. They are relationships between events: the stop that follows the same visual ...
September 1, 2026
Connecting Video AI to MES, SCADA and Your Maintenance System
Every monitoring technology eventually faces the question that decides whether it becomes infrastructure or remains an island: how does it talk to ...
September 1, 2026
Anomaly Detection Without a Preset List
Ask a veteran shift supervisor how they knew something was wrong, on the night they caught the problem everyone still talks about, and the answer is ...
September 1, 2026
Agentic AI for Manufacturing Investigations
Strip the vocabulary away and an investigation is a procedure: something happened, so gather what is known about it, from the systems that know, in a ...
September 1, 2026