B
Evidence Grade B
Graded
under review
Safe to Cite
Current
50%
50% -- unplanned downtime reduction for Organizations using CMMS-enabled predictive maintenance (2026)
Attribution:
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Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
50%
Unit
Percentage
Data Vintage
2026
Entity
Evidence Quality
B
Strong, reliable evidence
Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.
Single source - not yet corroborated
Score breakdown
Extraction
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
McKinsey
Primary
Tier C
https://www.zapium.com/articles/guide-to-field-service-management/ ↗
Source Article
What is Field Service Management: A Comprehensive Guide To Field Maintenance (2026)
What is Field Service Management: A Comprehensive Guide To Field Maintenance (2026)
Field service management involves workers being dispatched to a job site to perform a task. The task depends on the type of operation. For instance, it could be a maintenance work delivery, quality testing, or instal…
Original Research
McKinsey
· Original study ↗
Methodology
Attributed to McKinsey research; cited secondhand in vendor guide
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Organizations using CMMS-enabled predictive maintenance: 50% unplanned downtime reduction. Source: McKinsey (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/cmms-predictive-maintenance-downtime
HTML Embed
<blockquote cite="https://lighthousedata.io/data/cmms-predictive-maintenance-downtime" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>50%</strong> -- unplanned downtime reduction for Organizations using CMMS-enabled predictive maintenance<br><small>Source: McKinsey (2026) · <a href="https://lighthousedata.io/data/cmms-predictive-maintenance-downtime" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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