Data Product ROI: Why 70% of AI Initiatives Fail

When millions are poured into AI models that sit idle on dashboards, the root cause is a failure of strategy. Discover how aligning data product management with real business decisions transforms costly technological ghost towns into measurable revenue drivers that actually move the needle for your enterprise. Full article: https://davidohnstad.com/data-product-roi-why-70-percent-ai-initiatives-fail/

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-02
DOI
https://doi.org/10.5281/zenodo.23893309
Primary Topic
Big Data and Business Intelligence
Type
article
Field-Weighted Citation Impact
0.00
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article

Data Product ROI: Why 70% of AI Initiatives Fail

David Ohnstad
1 links
Zenodo (CERN European Organization for Nuclear Research)
Big Data and Business Intelligence
article

Data Product ROI: Why 70% of AI Initiatives Fail

David Ohnstad
article en

Abstract

When millions are poured into AI models that sit idle on dashboards, the root cause is a failure of strategy. Discover how aligning data product management with real business decisions transforms costly technological ghost towns into measurable revenue drivers that actually move the needle for your enterprise. Full article: https://davidohnstad.com/data-product-roi-why-70-percent-ai-initiatives-fail/

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 10%
Big Data and Business Intelligence
DOIOpen Access PDFOpenAlex
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Data Product ROI: Why 70% of AI Initiatives Fail — David Ohnstad · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS