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...
An automation ROI business case quantifies the financial return of a factory investment by measuring current losses – downtime, slow cycles, defects – modelling the gains from improvement, and mapping the payback period. The strongest cases are built on...
Choosing an OEE platform is a procurement decision, not a feature beauty contest. The vendors with the longest feature lists are rarely the ones that lift OEE on the floor. This toolkit gives you a vendor-neutral method: a weighted scorecard, an editable RFP and a...
In pharma and medical device plants, the constraint is rarely the machine, it is the time around the machine: line clearance, cleaning, changeover and the documentation that proves data integrity. This guide shows a plant manager how to make those losses visible...
In food and beverage, the clock never stops: sanitation windows, allergen changeovers, packaging-line micro-stops and short shelf-life all compress the time you have to make good product. This guide shows a plant manager where the overall equipment effectiveness...
Total productive maintenance promises a plant that prevents failures instead of reacting to them, yet most teams stay stuck in firefighting because they cannot see equipment behavior until it breaks. This guide shows a reliability engineer how real-time data turns TPM...
