RCM analysis that used to take months. Now done in hours.
AndonEAM's foundation model ingests your unstructured asset documentation and outputs a complete, ISO-14224-compliant Reliability Centered Maintenance strategy — before your next morning standup.
The Problem
Every reliability engineer knows this feeling: you have done everything right — the workshops, the analysis, the documentation — and still end up with a strategy that took six months to build and is already outdated by the time it is deployed. The methodology is sound. The process around it deserves better.
External consultants, workshop logistics, and months of senior engineering time — before a single strategy is approved.
3–6 months is the industry norm for a single critical asset class.
External facilitators, workshop logistics, and senior engineering time compound fast.
Thousands of rows, no version control, no single source of truth — and no way to scale.
Asset modifications and new failure data accumulate faster than any document can reflect.
How It Works
AndonEAM is engineered to remove every point of friction between raw engineering data and an executed, optimized maintenance programme.
Drop in your manufacturer manuals, P&IDs, historical maintenance logs, and datasheets. AndonEAM accepts PDF, DOCX, XLSX, scanned images, and plain text. No templates. No reformatting required.
Our proprietary foundation model — pre-trained on millions of engineering records — reads, understands, and structures every equipment hierarchy, component function, and historical failure mode into a rich, typed asset ontology.
The AI applies ISO 14224 and SAE JA1011 methodology to generate a complete Failure Modes and Effects Analysis matrix, with task type, interval, and maintenance rationale for every single failure mode. Fully cited.
Your engineers review the output in a purpose-built approval interface. Every generated row can be edited, challenged, or approved. Click any cell to see the exact source paragraph it was derived from.
Approved strategies push directly to SAP PM, IBM Maximo, Infor EAM, or your custom system via REST API — as structured, ready-to-execute work orders with parts lists attached.
Capabilities
Parses completely unstructured engineering documents — including scanned P&IDs and handwritten maintenance logs — with industry-leading OCR and semantic understanding.
Every generated failure mode is anchored to a source passage. Full traceability.
Enforces ISO 14224 and SAE JA1011 methodology at every step. No configuration required.
Nothing advances without explicit engineering sign-off. Review entire failure matrices, edit individual task intervals, challenge AI reasoning, and approve with a full audit trail that's export-ready for regulators.
Built For
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Join engineering teams transforming their reliability programs with AndonEAM. No consultants. No integration project. Just results.