EAM · RBI · PHM · AI Agent
Technical writing
Decision frameworks for EAM, Reliability, Asset Integrity and industrial AI teams. Examples are illustrative, not results from a named client.
EAM · DataEAM data readiness: what should you check first?A practical assessment of the asset register, work orders, preventive maintenance and MRO data before an EAM or IBM Maximo MAS rollout.RBI · IntegrityFrom an RBI matrix to an executable inspection programDistinguish risk screening from an RBI program and connect damage mechanisms, data, inspection effectiveness and decisions.PHM · APMA rotating equipment PHM pilot: from signals to maintenance decisionsScope the pilot, assess data, evaluate the model and connect PHM alerts to work management rather than another dashboard.AI Agent · GovernanceIndustrial maintenance AI agents: permissions, evidence and approval gatesA pilot architecture for AI agents working with EAM, work orders and procedures, with human review and traceability.MRO · Master DataMRO cataloging: clean item data without creating procurement riskStandardize descriptions, detect duplicates, verify equivalence and govern the EAM Item Master.OT · CybersecurityPut Cybersecurity into the Scope of Work for EAM–OT integrationResolve data flows, identity, remote access, logging and operations before connecting EAM with OT.Presales · DeliveryTechnical proposals for industrial pilots: write a scope you can acceptTurn a business problem into use cases, baselines, deliverables, assumptions and acceptance criteria for EAM/APM/AI pilots.