OEE, TEEP, availability: which metric should you actually track? Key takeawaysOEE, TEEP and availability measure effectiveness on different time bases – they answer different questions.OEE is the day-to-day driving metric; TEEP frames installed-capacity and...
Real OEE vs declared OEE: why your Excel doesn’t tell the truth Key takeawaysDeclared OEE almost always overstates real OEE – by design, not by dishonesty.The gap comes from three losses manual logging can’t see: micro-stops, post-changeover speed...
Best machine monitoring software for small manufacturers (2026 buyer’s guide) Key takeawaysThe ‘best’ machine monitoring software for a small manufacturer is the one that delivers real data fastest, on your machines.Judge on concrete criteria,...
TeepTrak vs MachineMetrics: which machine monitoring approach fits your factory? Key takeawaysMachineMetrics is a US, English-language platform rooted in CNC/discrete manufacturing.TeepTrak is a plug-and-play OEE/TRS layer that installs in under an hour, on old and...
Buy manufacturing monitoring software when speed, total cost, and reliability matter and monitoring is not your core business; build only when you have a truly unique need no vendor meets and a team to maintain it for the system’s entire life. For most...
You measure automation success against the baseline you captured before go-live, using a tight set of KPIs: OEE and its components, unplanned downtime, MTTR and MTBF, scrap rate, and realised payback versus the business case. Going live is not success – a...
The defining manufacturing automation trends of 2026 are agentic and generative AI on the shop floor, predictive maintenance replacing calendar servicing, real-time OEE and connected-worker tools, cobots, and a hard focus on data integrity. The common thread:...
Industrial automation is the use of control systems, sensors, software and machines to run manufacturing processes with minimal human intervention – aiming for consistent quality, higher output, and lower losses. It ranges from one automated machine to a fully...
Traditional automation follows fixed rules a human programs in advance and excels at repetitive, predictable tasks; AI automation learns from data and adapts, so it can predict failures and handle variation no one scripted. Most factories do not choose one –...
When evaluating an automation or robotics vendor, score them on outcome fit, time-to-value, integration with your existing machines, data integrity, scalability, support, and verifiable references – not on feature lists. Run a pilot before you commit. This guide...
