#RoboticsFMEASoftware SafetySystematic Faults

Software FMEA: A Practical Walkthrough

Failure Modes and Effects Analysis is usually taught for hardware. Applied to software with discipline, it becomes one of the sharpest tools for finding systematic faults before they ship.

Software FMEA: A Practical Walkthrough

FMEA grew up in hardware reliability, where failure modes are physical and rates are quantifiable. Software has no wear-out and no random failures — its faults are systematic, baked in at design time. That difference makes some engineers dismiss software FMEA. Applied with discipline, it is one of the most effective ways to surface systematic faults before they reach the field.

01Start from the function, not the code

A productive software FMEA begins at the level of functions and interfaces, not individual lines. For each function, ask how it can fail to deliver its intended behavior: it does not execute, executes at the wrong time, produces a wrong result, or runs when it should not. Those failure modes map cleanly onto the safety concerns that matter.

02Trace each effect to a real hazard

The analysis earns its keep when each failure mode is traced through to a system-level effect and, where relevant, a hazard. That is what turns a long table into design pressure: a failure mode with a severe effect and a weak detection or mitigation story is a requirement waiting to be written.

Done well, software FMEA is not paperwork — it is a structured way of doubting your own design hard enough to make it safer.

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Ben Twombly

Written by

Ben Twombly

Founder & CEO · FS Engineer, IFSP

Ben Twombly is the CEO and founder of Critical Systems Analysis, a functional safety consulting firm based in Sarasota, Florida. He holds an FS Engineer certification from TÜV Rheinland and the Industrial Functional Safety Professional (IFSP) certification. Before co-founding CSA in May 2023, he spent six years as a Senior Safety Engineer at TÜV Rheinland, preparing clients for safety assessments across a wide range of safety-critical systems. He earned his degree in robotics from the Colorado School of Mines. At CSA, Ben and his team work with robotics companies, autonomous vehicle manufacturers, industrial machinery firms, battery management system developers, and rail transit organizations across the U.S., Canada, and Europe.

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Software FMEA: A Practical Walkthrough | CSA