A governed Industrial AI glossary entry for MRO Inventory Optimization, covering operational relevance, source records, ambiguity, engine ownership, and product boundary.
MRO inventory optimization improves stocking policy, service levels, replenishment, and capital efficiency for spare parts.
Decision framing, source qualification, evidence generation, confidence review, owner decision, and governed follow-up.
Decision question, operational source, mapped fields, evidence class, confidence tier, owner, review status, action, and audit metadata.
Decision intelligence supports accountable decisions; it does not transfer decision rights to an AI system.
Two records for the same bearing may make demand look lower for each record while total stock is excessive.
PartsCleanse AI should often run before optimization to establish a trustworthy item spine.
Product boundary: This definition describes a governed diagnostic concept. AI2COE does not treat it as a benchmark result, buyer-specific outcome evidence, certification, autonomous instruction, promised outcome, or ERP write-back action.
Glossary pages are reference entries. They support diagnostic evaluation, but the operating decision still depends on source data, confidence tiers, and accountable owner review.
This public definition is governed by the AI2COE Knowledge Dictionary and should be interpreted alongside the Industrial AI Readiness framework, assessment methodology, and evidence standards.
Use MRO Inventory Optimization as a governed reference term, then check the source records, confidence tier, and owner review state before treating it as operational evidence.
Relevant records include: Decision question, operational source, mapped fields, evidence class, confidence tier, owner, review status, action, and audit metadata. The reviewer must also check source context, field meaning, and the stated ambiguity before action.
Decision intelligence supports accountable decisions; it does not transfer decision rights to an AI system.
ReadyMind AI is the primary engine. Supporting engines are used only when their evidence is substantively relevant: GovernanceMind AI.
This definition describes a governed diagnostic concept. AI2COE does not treat it as a benchmark result, buyer-specific outcome evidence, certification, autonomous instruction, promised outcome, or ERP write-back action.