The supplier quality auditor from your prime has a simple request. They want the tool accountability records for the final assembly bay, every shift, for last month, including who checked out each torque wrench and what happened the day a socket went missing. If your...
Most aviation MRO operations still run on paper checklists, spreadsheets, and tribal knowledge about where a part, tool, or work package actually is — and it shows up on the balance sheet. Technicians lose as much as 25% of their time searching for parts and tools...
Most teams shopping for tool control software want one answer: will it tell us where our tools are right now? That depends on the type of system. Check-out software and automated cabinets record who took a tool and what's left in each drawer, but few systems can tell...
A torque wrench comes back to the tool room one short. Within minutes, the aircraft it was used on stops moving. It stays parked until someone finds the wrench or a release authority signs off that it isn't inside the airframe. On a busy flight line, one missing tool...
The second-shift lead counted the kit at shift change and came up one torque wrench short. The shadow board had an empty outline where it belonged. The sign-out sheet showed who drew it that morning, but nothing about where it went after that. Nobody could release the...
TDengine removed the licensing cost from a full-featured industrial historian and data platform when it launched its Free Tier on July 28, 2026. The tier covers up to 5,000 tags and runs the complete platform in production. For smaller manufacturers that have run...
Two frontier-class AI models shipped within 72 hours of each other. One is downloadable today under an MIT license. The other releases its weights within the week. For anyone weighing on-prem AI deployment, that timing matters more than any benchmark chart. If you're...
Industrial foundation models are showing up in plants and engineering departments. The companies building them are clear about what the models can do. However, they say much less about what the models need first: operational data from the specific site they serve. We...
One sensor on a GE gas turbine engine generates roughly 500 gigabytes of data per day. At that rate, a single sensor produces about 15 terabytes a month. Injection molding machines on plastics lines can throw off multiple terabytes a day on their own. That is big data...
Condition-based maintenance is a maintenance strategy that schedules service when equipment data shows a change in condition, such as rising vibration or temperature, instead of on a fixed calendar date. A sensor reading that crosses a set threshold triggers the work...
