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

46%

46% -- organizations lacking ai roi framework for organizations (2025)

Name: Organizations Lacking AI ROI Framework Statistics
Creator: Lighthouse Intelligence
Published: 2026-09-01

2025 · Wavestone

46% of organizations lack a structured AI ROI framework according to a 2025 Wavestone report.

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Attribution: Wavestone View source

Lighthouse Research Team

Last verified: 2026-09-01 · How we verify data →

Source verified Evidence graded

Value

46%

Unit

Percentage

Data Vintage

2025

Entity

organizations

Evidence Quality

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

Score breakdown

Extraction

Source Trust

Citation Chain

Independence

Methodology

Freshness

Source

Wavestone Primary Tier B

https://www.momentumnexus.com/blog/why-saas-teams-use-ai-wrong/ ↗

Confidence: 53/100 Vintage: 2025 Channel: Wayback

Source Article

Why Most SaaS Teams Use AI Wrong (And the 5-Layer Framework to Fix It) - Momentum Nexus Blog

Why Most SaaS Teams Use AI Wrong (And the 5-Layer Framework to Fix It) Here’s a number that should make every SaaS founder uncomfortable: 95% of generative AI pilots fail to deliver measurable ROI. That’s not from a clickbait headline. It’s from MIT’s NANDA Initiative, based on 150 executive intervi…

Original Research

Wavestone · Original study ↗

Methodology

According to Wavestone 2025 report.

Methodology documented

Segmentation

Industrymarketing

Cite this stat

Plain Text

organizations: 46% organizations lacking ai roi framework. Source: Wavestone (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/wavestone_ai_roi_framework_lack

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<blockquote cite="https://lighthousedata.io/data/wavestone_ai_roi_framework_lack" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>46%</strong> -- organizations lacking ai roi framework for organizations<br><small>Source: Wavestone (2025) · <a href="https://lighthousedata.io/data/wavestone_ai_roi_framework_lack" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>

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