B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
91%
91% -- firms reporting increased savings cash flow for mid-sized firms with fully automated AR systems (2026)
91% of mid-sized firms with fully automated AR systems report increased savings, cash flow, and growth.
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
91%
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
PYMNTS
Primary
Tier C
https://www.alternativepayments.io/resources/ap-automation-for-mid-market-service-companies-why-psa-… ↗
Source Article
AP Automation for Mid-Market Service Companies: Why PSA
Original Research
PYMNTS
· Original study ↗
Methodology
PYMNTS research compiled by Empaxis
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
mid-sized firms with fully automated AR systems: 91% firms reporting increased savings cash flow. Source: PYMNTS (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/automated-ar-firms-savings-91pct
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<blockquote cite="https://lighthousedata.io/data/automated-ar-firms-savings-91pct" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>91%</strong> -- firms reporting increased savings cash flow for mid-sized firms with fully automated AR systems<br><small>Source: PYMNTS (2026) · <a href="https://lighthousedata.io/data/automated-ar-firms-savings-91pct" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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