USE CASES
Five application scenarios focus on process challenges and review configurations. They do not represent actual customers or claims of accuracy or yield improvements.
Results: 5
Challenge: equipment records use different timings and formats.
Example configuration: define inputs → organise comparable records → human sample review → agree the next step. Consistency and explainability are evaluation goals, not achieved outcomes. The photograph is not an actual customer site.
Challenge: conditions before and after a change are unclear.
Example configuration: define inputs → organise comparable records → human sample review → agree the next step. Consistency and explainability are evaluation goals, not achieved outcomes. The photograph is not an actual customer site.
Challenge: observations and decision rules are fragmented.
Example configuration: define inputs → organise comparable records → human sample review → agree the next step. Consistency and explainability are evaluation goals, not achieved outcomes. The photograph is not an actual customer site.
Challenge: individual process context is difficult to combine.
Example configuration: define inputs → organise comparable records → human sample review → agree the next step. Consistency and explainability are evaluation goals, not achieved outcomes. The photograph is not an actual customer site.
Challenge: operator observations do not reach the next review.
Example configuration: define inputs → organise comparable records → human sample review → agree the next step. Consistency and explainability are evaluation goals, not achieved outcomes. The photograph is not an actual customer site.