Failure modes hiding in plain sight. PM schedules based on assumptions, not evidence.
Sync work orders from SAP PM, Maximo, IFS or any CMMS. Failure modes extracted, quality scored, bad actors ranked.
Reliability-centered maintenance (RCM) to SAE JA1011. Failure modes from function loss, cause-effect chains, tasks and work instructions. SAP handoff built in.
Weibull, P-F curves and scenarios on your failure history. Compare strategies and size spares. Engineers approve.
Ask by voice or text. Search work orders, manuals and FMEAs in plain language. Every answer cites its source.
Group equipment by class, keep every site difference, roll approved content out. Local owners confirm.
Every correction and decision becomes knowledge you own, reused openly on comparable equipment.
Source-linked FMECA to IEC 60812 or SAE J1739, on an ISO 14224 taxonomy.
Top failure modes by RPN, frequency and downtime.
Weibull and P-F analysis to set intervals on evidence.
Every work order scored. Capture gaps surface before they skew the analysis.
Spares sized on failure frequency, lead time and criticality.
Reliability block diagrams and Monte Carlo, assumptions visible.
Every row linked to its work order, manual or inspection.
Equipment classes aligned to ISO 14224 across sites. A standalone deliverable.
New work orders matched to FMECA rows. Repeat failures and weak PM flagged.
Pass your engineers’ review → scale site-wide.
From no risk strategy to a living FMECA that feeds work orders and inspections.


Bring one manual. See what yours missed.