B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
30%
30% -- share of time spent on data transformation and validation for Pinnacle actuarial firm (2026)
Pinnacle, the actuarial firm engaged by CRI, estimated that 30% of their time was spent on transforming, massaging, and validating inconsistent data received from CRI.
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Lighthouse Research Team
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Source verified
Evidence graded
Value
30%
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
35
Freshness
95
Source
Analytics8
Primary
Tier B
https://www.analytics8.com/customer-stories/captive-analytics-roadmap/ ↗
Source Article
Captive Confidently Faces Major Growth with Data and Analytics Roadmap
Original Research
Analytics8
· Original study ↗
Methodology
Vendor customer story citing estimate by Pinnacle actuarial firm
Methodology documented
Segmentation
Industryfinance
Cite this stat
Plain Text
Pinnacle actuarial firm: 30% share of time spent on data transformation and validation. Source: Analytics8 (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/pinnacle-actuarial-data-validation-time-30pct
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<blockquote cite="https://lighthousedata.io/data/pinnacle-actuarial-data-validation-time-30pct" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>30%</strong> -- share of time spent on data transformation and validation for Pinnacle actuarial firm<br><small>Source: Analytics8 (2026) · <a href="https://lighthousedata.io/data/pinnacle-actuarial-data-validation-time-30pct" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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