Data Product Trade-Off Decisions: The Missing Framework

When budget constraints force you to choose between data quality, pipeline performance, and new features, most PMs default to reactive prioritization. David Ohnstad shares the framework that separates winning trade-off decisions from costly mistakes. Full article: https://davidohnstad.com/data-product-trade-off-decisions-framework/

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-02
DOI
https://doi.org/10.5281/zenodo.23893169
Primary Topic
Software Engineering Techniques and Practices
Type
article
Field-Weighted Citation Impact
0.00
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article

Data Product Trade-Off Decisions: The Missing Framework

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

Data Product Trade-Off Decisions: The Missing Framework

David Ohnstad
article en

Abstract

When budget constraints force you to choose between data quality, pipeline performance, and new features, most PMs default to reactive prioritization. David Ohnstad shares the framework that separates winning trade-off decisions from costly mistakes. Full article: https://davidohnstad.com/data-product-trade-off-decisions-framework/

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 Trade-Off Decisions: The Missing Framework — David Ohnstad · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS