B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
80%
80% -- data governance initiative failure rate for data and analytics governance initiatives (2027 (forecast, published 2024))
Gartner predicts that 80% of data and analytics governance initiatives will fail by 2027.
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Lighthouse Research Team
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Evidence graded
Value
80%
Unit
Percentage
Data Vintage
2027 (forecast, published 2024)
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
95
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Gartner
Primary
Tier A
https://www.datamagnet.co/post/data-quality-roadmap-6-12-18-month-plans/ ↗
Source Article
6, 12 & 18-Month Data Quality Roadmap Templates (2026)
Disclosure: Datamagnet publishes this article. Product capabilities described below are based on public documentation, retrieved 2026-07-19.
Building a Data Quality Roadmap: 6, 12 & 18 Month Plans
Everyone agrees their data quality needs work. Almost nobody has a plan that survives contact with next…
Original Research
Gartner
· Original study ↗
Methodology
Gartner press release prediction
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
data and analytics governance initiatives: 80% data governance initiative failure rate. Source: Gartner (2027 (forecast, published 2024)). Via Lighthouse Intelligence -- https://lighthousedata.io/data/data-governance-initiative-failure-2027
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<blockquote cite="https://lighthousedata.io/data/data-governance-initiative-failure-2027" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>80%</strong> -- data governance initiative failure rate for data and analytics governance initiatives<br><small>Source: Gartner (2027 (forecast, published 2024)) · <a href="https://lighthousedata.io/data/data-governance-initiative-failure-2027" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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