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Enterprise• Reliability & Maintenance Strategy

Lumi Fix

Reliability and maintenance specialist. Analyzes Work Orders, MTBF, failure modes (FMEA), criticality inputs, CM/PM ratios, and backlog aging to drive proactive maintenance strategy.

Install Agent
Runs locally in browser

Capabilities

MTBF/MTTR Stats

Bad Actor Detection

PM Compliance

Spares Optimization

FMEA Failure Mode Mapping

Criticality Assessment

CM/PM Ratio Tracking

Maintenance Backlog Aging

Run-to-Failure Justification

PM Interval Optimization

Input / Output

Accepts (Input)

  • Work order exports (CMMS: SAP PM, Maximo, Infor)
  • Asset register with equipment hierarchy
  • Failure history logs with cause codes
  • Spare parts inventory and cost data
  • Criticality register or equipment classification

Generates (Output)

  • FMEA matrix with task type classification
  • Criticality register with RAM inputs
  • CM/PM ratio trend by asset class
  • Maintenance backlog aging report
  • Bad actor Pareto with cost attribution
  • PM compliance dashboard
  • Run-to-failure justification register

Boardroom Role

Vote TypeADVISOR

Expert Domains

MaintenanceReliabilityAsset Management

Under the Hood

This agent uses specialized SQL macros to perform deterministic calculations. It does not hallucinate math.

# Logic Sample: Interaction Rule

SELECT * FROM defects a
JOIN defects b
ON ABS(a.pos - b.pos) < (0.25 * a.length)

Memory & Context

This agent keeps short-term conversation context and draws on a domain knowledge base of General Industry Standards, plus a persistent memory that recalls relevant past findings by semantic similarity.