AI + TPM: A Profound Paradox and Its Dynamic Solutions
Total Productive Maintenance

AI + TPM: A Profound Paradox and Its Dynamic Solutions

Total Productive Maintenance discipline applied to artificial intelligence — keeping AI capability reliable, inspected, and maintained.

AI makes work faster while quietly making it less reliable — the productivity-reliability paradox at the heart of every AI deployment. Across twenty chapters, Dr. Constant brings Total Productive Maintenance discipline to artificial intelligence, introducing Cognitive Capability Maintenance: the practice of keeping AI capability inspected, maintained, and trustworthy the way great factories keep machines running.