The Ohno Circle is a Lean observation exercise built by Taiichi Ohno at Toyota. A trainee stands inside a marked spot on the shop floor. They watch one process, without interrupting it, often for hours. The goal is direct: train the eye to see waste that reports and...
Data quality testing is the process of checking whether data meets defined standards for accuracy, completeness, consistency, validity, uniqueness, and timeliness. It uses structured rules and checks to find errors, gaps, and inconsistencies before data reaches...
Data quality dimensions are the standard criteria used to evaluate whether data is fit for its intended purpose. The six core dimensions are accuracy, completeness, consistency, timeliness, uniqueness, and validity. Each one measures a different type of data problem....
Weighted scoring prioritization is a decision-making method that evaluates competing options against a set of criteria, assigns each criterion a weight based on its importance, and calculates a total score for each option. The option with the highest total score ranks...
Have you ever sat in a meeting where everyone had great ideas, but nobody could agree on which one to start? It’s a common headache. You end up with a whiteboard full of sticky notes and a clock that says time is up. This is where multivoting saves the day. It’s a...