B Evidence Grade B Graded accuracy verified by the review judge Safe to Cite Current

35%

35% -- enterprises citing governance and talent shortages as ai adoption barriers for Enterprises (2026)

2026  · ultracommerce.co

Between 35% and 42% of enterprises report governance and talent shortages as the primary barriers to AI adoption.

  • Reported as a range of 35% to 42%
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Attribution: ultracommerce.co View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
35%
Unit
Percentage
Data Vintage
2026
Entity
Enterprises
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
ultracommerce.co Primary Tier C
https://ultracommerce.co/resources/blog/enterprise-ecommerce-in-2026-ai-trends-and-scalable-strategi… ↗
Confidence: 48/100 Vintage: 2026 Channel: Deep Crawl
Source Article
Enterprise ecommerce in 2026: AI trends and scalable strategies
Enterprise TL;DR: One third of marketplace projects are abandoned due to answer engines and agentic AI interference. Composable, headless platforms with API-first architecture support rapid scaling, customization, and multi-vendor support. AI personalisation increases revenue and reduces cart abando…
Original Research
ultracommerce.co · Original study ↗

Range 35-42%, midpoint reported

Methodology documented
Industrymarketing
Plain Text
Enterprises: 35% enterprises citing governance and talent shortages as ai adoption barriers. Source: ultracommerce.co (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-governance-talent-barriers
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<blockquote cite="https://lighthousedata.io/data/ai-governance-talent-barriers" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>35%</strong> -- enterprises citing governance and talent shortages as ai adoption barriers for Enterprises<br><small>Source: ultracommerce.co (2026) · <a href="https://lighthousedata.io/data/ai-governance-talent-barriers" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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