Reliability Engineering10 min read
FRACAS Is Not a Decision System
Closing the loop from failure code to approved action — why codes alone do not change reliability outcomes.
Read article →Insights
Industrial AI insights
Analysis on reliability evidence, industrial AI governance, and why maintenance systems still leave the decision unproven.
Industry Analysis8 min read
Why CMMS Alone Is Failing in 2026
Modern maintenance demands have outpaced what traditional CMMS platforms can deliver. Organizations are adding a governed intelligence layer — not replacing the system of record.
Read article →ROI & Business Case12 min read
The Economics of Autonomous Maintenance
How maintenance economics should be framed when evidence, approval, and verification come before any claim of savings.
Read article →Security & Governance10 min read
Governance in Industrial AI: Human Oversight at Scale
How enterprises can keep operational accountability when a model can draft a recommendation faster than a human can review it.
Read article →Start with evidence
A bounded assessment, not a generic AI report.
If the records cannot support the conclusion, the assessment says so. That is the product.