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

44%

44% -- deployed ai use cases growth for startups combining task mapping with structured AI training (2026)

2026  · n=515  · Kim (2026 RCT)

Startups combining task mapping with structured AI training saw 44% more deployed AI use cases compared to those with tool access alone.

  • Comparison is against companies that received tool access alone
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Attribution: Kim (2026 RCT) View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
44%
Unit
Percentage
Data Vintage
2026
Entity
startups combining task mapping with structured AI training
Sample Size
515
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
Kim (2026 RCT) Primary Tier C
https://nuvepro.com/why-task-intelligence-is-the-missing-link-in-your-ai-transformation-strategy/ ↗
Confidence: 48/100 Vintage: 2026 Channel: Deep Crawl
Source Article
Why Task Intelligence Is the Missing Link in Your AI Transformation Strategy - Nuvepro
Every enterprise I speak to right now is deep into AI deployment. Licenses purchased, tools rolled out, announcements made. And yet, when I ask the leadership team one simple question, “Which specific tasks in your organization are AI doing right now, and what measurable value has that delivered?” –…
Original Research
Kim (2026 RCT) · Original study ↗

Randomized controlled trial across 515 startups (Kim 2026), as cited by Nuvepro

Methodology documented
Industrymarketing
Plain Text
startups combining task mapping with structured AI training: 44% deployed ai use cases growth. Source: Kim (2026 RCT) (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/kim-2026-startups-deployed-ai-use-cases
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<blockquote cite="https://lighthousedata.io/data/kim-2026-startups-deployed-ai-use-cases" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>44%</strong> -- deployed ai use cases growth for startups combining task mapping with structured AI training<br><small>Source: Kim (2026 RCT) (2026) · <a href="https://lighthousedata.io/data/kim-2026-startups-deployed-ai-use-cases" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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