B
Evidence Grade B
Graded
under review
Safe to Cite
Dated
28%
28% -- roi expectations met for enterprise AI use cases (2023)
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
28%
Unit
Percentage
Data Vintage
2023
Entity
Sample Size
782
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
50
Citation Chain
90
Independence
30
Methodology
45
Freshness
78
Source
Gartner
Primary
Tier A
https://www.williamflaiz.com/ai/why-your-ai-pilot-stalled-at-80-percent ↗
Source Article
Why Your AI Pilot Stalled at 80 Percent: The Context Architecture Gap
Why Your AI Pilot Stalled at 80 Percent
The context architecture problem nobody warned you about, and a framework to fix it.
You know the meeting.
The vendor demo was sharp. The pilot hit its milestones. The executive sponsor told the board this was the quarter AI moved from experiment to production…
Original Research
Gartner
· Original study ↗
Methodology
Gartner's survey of infrastructure and operations leaders.
Methodology documented
Segmentation
Channelcommon_crawl
Cite this stat
Plain Text
enterprise AI use cases: 28% roi expectations met. Source: Gartner (2023). Via Lighthouse Intelligence -- https://lighthousedata.io/data/enterprise-ai-roi-expectations-2023
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<blockquote cite="https://lighthousedata.io/data/enterprise-ai-roi-expectations-2023" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>28%</strong> -- roi expectations met for enterprise AI use cases<br><small>Source: Gartner (2023) · <a href="https://lighthousedata.io/data/enterprise-ai-roi-expectations-2023" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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