B Evidence Grade B Graded under review Safe to Cite Current

67%

67% -- share of financial decision makers citing data reliability as most critical for automation for financial decision makers (2026)

2026  · Dun & Bradstreet

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Attribution: Dun & Bradstreet View source
Lighthouse Research Team
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Source verified Evidence graded
Value
67%
Unit
Percentage
Data Vintage
2026
Entity
financial decision makers
B
Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

61/100 confidence

Single source - not yet corroborated

Extraction
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Dun & Bradstreet Primary Tier C
https://www.altares.be/en/blog/credit-risk-management/start-with-the-automation-of-your-finance-proc… ↗
Confidence: 48/100 Vintage: 2026 Channel: Common Crawl
Source Article
Start with the automation of your finance processes
Original Research
Dun & Bradstreet · Original study ↗

Dun & Bradstreet study 'The Automation Transformation – The Imperative to Drive Operational Efficiency in Finance and Credit'

Methodology documented
Industrymarketing
Plain Text
financial decision makers: 67% share of financial decision makers citing data reliability as most critical for automation. Source: Dun & Bradstreet (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/data-reliability-critical-automation-67
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<blockquote cite="https://lighthousedata.io/data/data-reliability-critical-automation-67" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>67%</strong> -- share of financial decision makers citing data reliability as most critical for automation for financial decision makers<br><small>Source: Dun & Bradstreet (2026) · <a href="https://lighthousedata.io/data/data-reliability-critical-automation-67" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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