B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
49%
49% -- share of companies with manual commerce processes for companies undergoing digital transformation (2026)
49% of surveyed companies have too many commerce processes that must be done manually.
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
49%
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
95
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
AppDirect
Primary
Tier A
https://www.appdirect.com/resources/challenges-in-the-era-of-digital-transformation-survey-report ↗
Source Article
Challenges in the New Era of Digital Transformation
Original Research
AppDirect
· Original study ↗
Methodology
Company survey report
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
companies undergoing digital transformation: 49% share of companies with manual commerce processes. Source: AppDirect (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/companies-manual-commerce-processes
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<blockquote cite="https://lighthousedata.io/data/companies-manual-commerce-processes" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>49%</strong> -- share of companies with manual commerce processes for companies undergoing digital transformation<br><small>Source: AppDirect (2026) · <a href="https://lighthousedata.io/data/companies-manual-commerce-processes" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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