NVIDIA published material on the Factory Operations Blueprint — an approach to coordinating AI in investigating production problems.

In the same description, Siemens' assessment is quoted: unplanned downtime costs a large plant on average 253 million dollars per year in the studied industries. The available package contains only a metadata synopsis, so information on implementation, effectiveness, and specific plants is not confirmed.

For editorial evaluation it is important to separate these two elements: the NVIDIA publication describes the approach, and the figure relates to the Siemens assessment cited in the material description. There is no independent confirmation in the sources of the package.