Data Product Roadmaps: Why They Fail Without Governance

Most data product teams say yes to requests their architecture can't support, leading to costly scope creep and failed deliverables. Understanding governance prevents this trap and keeps roadmaps realistic and aligned with technical constraints. Full article: https://davidohnstad.com/data-product-roadmaps-fail-without-governance/

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-02
DOI
https://doi.org/10.5281/zenodo.23893179
Primary Topic
Software Engineering Techniques and Practices
Type
article
Field-Weighted Citation Impact
0.00
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article

Data Product Roadmaps: Why They Fail Without Governance

David Ohnstad
3 links
Zenodo (CERN European Organization for Nuclear Research)
Software Engineering Techniques and Practices
article

Data Product Roadmaps: Why They Fail Without Governance

David Ohnstad
article en

Abstract

Most data product teams say yes to requests their architecture can't support, leading to costly scope creep and failed deliverables. Understanding governance prevents this trap and keeps roadmaps realistic and aligned with technical constraints. Full article: https://davidohnstad.com/data-product-roadmaps-fail-without-governance/

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 10%
Software Engineering Techniques and Practices
DOIOpen Access PDFOpenAlex
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Data Product Roadmaps: Why They Fail Without Governance — David Ohnstad · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS