Plug into SAP PM, Maximo, Infor EAM, Oracle eAM or any CMMS. The agent ranks your worst-performing assets by downtime, cost, frequency, and criticality — so you stop firefighting and start fixing the real problems.
Pulling 12 months of work orders, normalising failure codes, joining cost data, building pivots — by the time the list is ready, three new bad actors emerged.
Multi-site groups run SAP PM here, Maximo there, Infor in another plant. Each export has its own format. Combining them = manual nightmare.
You get a ranking but no "why". Engineers still spend a week investigating each top asset before any action lands.
Not just a Top 10. The agent ships you a full reliability dashboard — KPIs, failure-mode breakdown, trend lines, recommended deep-dives. All from your CMMS, refreshed on demand.
SAP PM, Maximo, Infor EAM, Oracle eAM, custom DB.
12-36 months of WOs, costs, downtime.
ISO 14224 mapping · NLP fills missing fields.
Cost × downtime × frequency × criticality.
Top 10 PDF + Excel + KB entry · ready for next QBR.
Combined cost, downtime, frequency, criticality.
Labour, parts, contractor, lost production.
Trends across 12-36 months.
Repeating modes flagged with hypotheses.
Top RCA candidates · pre-scoped.
Ready for next quarter's review.
Rob has built bad-actor lists on 50+ sites — across LNG, power, mining, pharma. The agent automates exactly that workflow, and adds the diagnosis layer that used to take another two weeks of investigation.
30-minute discovery call. Bring an export from your CMMS — we'll show you what the agent would surface, on your data. No pitch. No obligation.
Book your call