
AI Future of FMEA
Abstract
Carl and Fred discuss the use of AI with FMEA, what works and what does not work.
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Your Reliability Engineering Professional Development Site
Author of Inside FMEA articles, FMEA Resources page, and multiple books, and a co-host on Speaking of Reliability.
This author's archive lists contributions of articles and episodes.

Carl and Fred discuss the use of AI with FMEA, what works and what does not work.
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Many ideas grow better when they are transplanted into another mind than the one where they sprang up. Oliver Wendell Holmes
In this article, I will outline how to evaluate an FMEA against the FMEA Quality Objective for FMEA Team. I’ll include relevant information from the chapter in the FMEA Preparation series called “Assembling the Correct FMEA Team.”
by Carl S. Carlson Leave a Comment
Every failure is a lesson learned about your strategy. Thomas Edison
In this article, I will discuss how to evaluate an FMEA against the FMEA Quality Objective for Lessons Learned.
By definition, a “lesson” means “something learned by study or experience,” and “learn” means “to gain knowledge or understanding of by study, instruction or experience.”
Lessons Learned are specific data from the field (or from manufacturing plant history in the case of Process FMEAs) that documents relevant information about failures, from which knowledge can be gained and used in support of future product programs. [Read more…]
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Carl and Fred discuss a few ways to use AI during the reliability planning process.
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Carl and Fred discuss a question from a listener about the scope and procedure for a System FMEA, and what is different from other FMEA types.
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A picture is worth a thousand words. An interface is worth a thousand pictures. Ben Shneiderman
In this article, I will outline how to evaluate an individual Design FMEA (DFMEA) against the FMEA Quality Objective for Interfaces. [Read more…]
by Carl S. Carlson Leave a Comment
“If you don’t know where you are going, you’ll end up someplace else.” – Yogi Berra
In this article, I will outline how to evaluate an individual FMEA against the FMEA Quality Objective for Scope. [Read more…]

Carl and Fred discuss the difference between the body of knowledge of reliability and safety, and how they work together.
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Carl and Fred discuss the importance of reliability engineering and customer service working together to increase reliability and safety from the customer point of view. It is very important to understand how customers actually use your product, and customer service staff are uniquely positioned to provide that insight.
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Good fortune is what happens when opportunity meets with planning Thomas Edison
In this article, I will outline how to evaluate an FMEA Plan against the FMEA Quality Objective for FMEA Plans.
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“I cannot teach anybody anything, I can only make them think.” — Socrates
Effective teaching results in the target knowledge and skills being conveyed to the student, with each student having a working knowledge of the content, and able to apply the subject matter successfully. You have successfully taught a subject when students understand the material and have attained the ability to apply the skills for the subject being taught. [Read more…]
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“Quality is not act. It is a habit.” – Aristotle
This month will begin a new series of articles on the quality of FMEAs, part of the Inside FMEAs series. The series will provide insights and application tips for evaluating how well an FMEA meets quality objectives. The intent is to create FMEAs that add value by accomplishing the objectives for FMEA, not filling out a form.
We’ll begin with definitions from the Oxford English dictionary. “Quality” is defined as “the standard of something as measured against other things of a similar kind; the degree of excellence of something.” “Objective” is “a thing aimed at or sought; a goal.”
Building from the above definitions, FMEA quality objectives are specific goals or aims that measure the degree of excellence of an FMEA. [Read more…]
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Carl and Fred discuss Failure Mode and Effects Analysis and Artificial Intelligence. There are emerging integration opportunities and challenges, which will be discussed in this podcast.
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Carl and Fred discuss an interesting question from an Accendo listener. The question has to do with what is called NUDD: New, Unique, Difficult, Different.
Specifically the listener’s management wanted to know if their NUDD process could replace FMEA.
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Carl and Fred continue discussing the listener question about building an effective reliability program. After discussing some of the finer points about creating the reliability plan, the podcast focuses on execution of the reliability plan.
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