Table 54 Sept 2026From “What is an A/B test? randomized controlled trials, statistical power, and governance”

The Experimentation RACI Matrix

Table 5The Experimentation RACI Matrix

Experimentation Lifecycle Milestone	Product Manager / Growth Lead	Lead Data Scientist / Statistician	Software Engineering Lead	Executive Decision Committee
Problem Identification & Hypothesis Formulation	Accountable	Consulted	Consulted	Informed
Metric Selection & OEC Definition	Accountable	Responsible	Consulted	Informed
Prospective Power Calculation & Sizing Signoff	Consulted	Accountable	Informed	Informed
Variant Implementation & Code Deployment	Informed	Consulted	Accountable	Informed
Pre-Flight QA & A/A Instrumentation Verification	Consulted	Responsible	Accountable	Informed
Daily SRM Monitoring & Health Surveillance	Informed	Accountable	Responsible	Informed
Statistical Result Synthesis & FDR Correction	Consulted	Accountable	Informed	Informed
Rollout / Rollback Production Decision	Accountable	Consulted	Responsible	Accountable
Code Cleanup & Feature Flag Retirement	Informed	Informed	Accountable	Informed
Institutional Knowledge Base Codification	Accountable	Responsible	Consulted	Informed

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Source: Table from this essay. Sources and interpretation are given in the article.

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From the essay

From the research bench

What is an A/B test? randomized controlled trials, statistical power, and governance

An A/B test is a randomized experiment comparing two concurrent variants to measure the causal impact of a single change on commercial performance.

4 Sept 2026

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APA 7

Isoglu, S. (2026). The Experimentation RACI Matrix [Table]. isoglu.com. https://isoglu.com/insights/exhibits/isoglu-2026-what-is-an-ab-test-fig07/

BibTeX

@misc{isoglu-2026-what-is-an-ab-test-fig07,
  author = {Isoglu, Sinan},
  title = {{The Experimentation RACI Matrix}},
  year = {2026},
  howpublished = {Table 5, isoglu.com},
  url = {https://isoglu.com/insights/exhibits/isoglu-2026-what-is-an-ab-test-fig07/},
  note = {From the essay {What is an A/B test? randomized controlled trials, statistical power, and governance}}
}

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    <img src="https://isoglu.com/social/isoglu-2026-what-is-an-ab-test-fig07.png" alt="Table 5: The Experimentation RACI Matrix" width="3200" height="2400">
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  <figcaption>Table 5: The Experimentation RACI Matrix. Source: Table from this essay. Sources and interpretation are given in the article. <a href="https://isoglu.com/insights/exhibits/isoglu-2026-what-is-an-ab-test-fig07/">View exhibit</a>.</figcaption>
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