Long-form research, practical tutorials, and industry analysis on systems engineering, FMEA, requirements management, and the safety guardrails the AI age demands.
Microsoft reports a nation-state group using an AI agent framework to attempt sign-ins to more than 2,250 cloud tenants through a trusted backup application. Aerospace, defense and manufacturing were among the targets. The likelihood numbers in most risk registers assumed a human on the other side.
For under two hours on October 21, 2026, the "latest" version of a library downloaded millions of times a week was a credential stealer. It got there past a two-person release approval. Safety engineers have a name for that: common-cause failure.
On October 21, 2026, Railway told customers an intruder may have read their environment variables. The teams best placed to recover quickly had already asked one question: what fails if every secret we hold is copied at once?
Dassault, Siemens, and PTC built their platforms around 3D geometry. But modern products are defined by software, electronics, and control logic. The PLM industry has a structural blind spot — and it is creating an opportunity.
Design FMEA and Process FMEA serve different purposes but must work together. A clear explanation of when each applies, what each covers, and how they feed into each other.
The 2019 AIAG-VDA harmonized FMEA standard introduced Action Priority to supplement RPN. Here is why the change matters and what it means for your FMEA practice.
A comprehensive guide to the AIAG-VDA harmonized FMEA standard. From its origins in military reliability engineering to the 2019 harmonization, and how modern tools are finally making the 7-step process practical for every team.
Thousands of engineering teams are locked into IBM DOORS despite better alternatives. Here is a realistic migration path that preserves your data, your compliance evidence, and your sanity.
What happens when a system works so well that humans stop paying attention — and then encounters something it cannot handle? Tesla's Autopilot crashes reveal a failure domain that traditional FMEA doesn't cover.
When your supplier has a process defect, whose FMEA catches it? Hyundai's Kona EV recall reveals the structural gap between OEM design assumptions and supplier manufacturing reality.
GM's Chevrolet Bolt recall exposed a fundamental gap in how the industry analyzes failure modes. The root cause wasn't a single defect — it was two "rare" defects that nobody thought to analyze together.
Your QMS is in MasterControl. Development is in Jira. Tests are in TestRail. Risk management is in Excel. Integration makes it coherent—and compliant.
The Design History File starts with requirements. FDA inspectors will trace from user needs to verification evidence. Your requirements management better support that journey.
FDA 21 CFR Part 820 demands risk management. ISO 14971 defines how. Modern FMEA tools make it achievable without drowning in documentation.
Requirements in DOORS. Models in Simulink. Tests in LDRA. Analysis in Excel. Certification evidence scattered everywhere. Integration makes it coherent.
In aerospace, a requirement isn not just text—it is a commitment that traces from aircraft functions through certification evidence. Managing that chain demands more than documents.
Aerospace safety standards are uncompromising. Your failure analysis tooling should match that rigor. Modern FMEA platforms deliver what aviation demands.
Your FMEA lives in Excel. Requirements are in DOORS. Tasks are in Jira. Tests are in qTest. And somehow you need to maintain traceability across all of them.
A modern vehicle has more requirements than a commercial aircraft. Managing them with documents and spreadsheets is why programs slip and recalls happen.
The automotive industry invented FMEA. Now it is time to reinvent how we do it. Modern tools bring the rigor of AIAG-VDA methodology to teams drowning in Excel complexity.
The methodology that keeps aircraft in the sky and medical devices safe has been quietly transforming how forward-thinking IT teams approach reliability. Here is why your infrastructure deserves the same rigorous analysis.
In 45 minutes, Knight Capital lost 440 million dollars due to a deployment gone wrong. The failure modes were predictable. Here is how FMEA helps software teams prevent catastrophic releases.
Samsung recalled 2.5 million devices and lost billions after battery fires. The failure modes were knowable. Here is how electronics teams use FMEA to prevent catastrophic design flaws.
Traditionally, robust systems engineering practices have been out of reach for smaller companies. NirmIQ democratizes this by bringing accessible, modern systems engineering to all organizations.
When Winter Storm Uri hit Texas, the grid collapsed for days, leaving millions without power in freezing temperatures. The failure modes were documented but never addressed. Here is how FMEA prevents energy catastrophes.
Takata airbags killed at least 27 people and triggered the largest automotive recall in history. The manufacturing failure modes were detectable. Here is how FMEA prevents defects from becoming disasters.
FMEA is increasingly sidelined in rushed development cycles. This oversight is disastrous, as it undermines product robustness and exposes companies to liabilities.
Before FMEA can prevent failures, requirements must define success. Here is how leading organizations structure, trace, and verify requirements to build systems that work.
Modern engineering spans multiple tools—Jira for tracking, Git for code, Slack for communication, and specialized systems for requirements and analysis. Here is how to connect them without creating chaos.
Self-paced video courses on FMEA methodology, requirements traceability, and NirmIQ tutorials.
Product documentation, step-by-step guides, API reference, and troubleshooting.
Long-form analysis on systems engineering, FMEA, AI safety, and the platform shifts reshaping safety-critical product development. Delivered occasionally.