> Term
Predictive Maintenance
Using data/analytics to predict likely failure.
Detailed Explanation
Predictive Maintenance is a core operational concept in industrial automation & ot. Using data/analytics to predict likely failure.
Why It Matters
Ensures compliance, auditability, and operational rigor across engineering delivery.
Common Failure Mode
Treating Predictive Maintenance as superficial paperwork rather than an active engineering constraint.
Practical Example
Auditing Predictive Maintenance evidence during a regulatory inspection or architecture review.
Production Manifestation
Formal engineering documentation, automated verification test suites, or regulated compliance sign-offs.
Frequently Asked Questions
What is Predictive Maintenance in short?
Using data/analytics to predict likely failure.
What is the most common failure mode?
Treating Predictive Maintenance as superficial paperwork rather than an active engineering constraint.
AI Summary
Using data/analytics to predict likely failure. Ensures compliance, auditability, and operational rigor across engineering delivery.