Idea · Developing
Experimentation That Compounds
Experimentation only becomes an advantage when platform, program, and culture work together to turn individual test results into institutional knowledge - organizations that merely run tests do not compound.
3 connected pieces
experimentation / measurement
This idea holds that test count is a vanity metric: the real measure of an experimentation capability is whether the organization knows more than it did last quarter, and can prove it.
It develops across the three-pillar model - a trustworthy platform, a governed program, and an embedded culture - and the claim that value is created or destroyed in the overlaps between them.
Artifacts advancing this idea
- From First Hypothesis to Institutional Knowledge White Paper / Experimentation & Measurement What best-in-class experimentation actually looks like. And why platform, program, and culture must work together.
- Experimentation Platforms Are Becoming Organizational Memory Article / Experimentation & Measurement Documentation keeps conclusions and loses the reasoning behind them. Experimentation platforms keep the reasoning, which quietly makes them the place an organization stores what it knows.
- Learning Is the Product Article / Experimentation & Measurement Experiment volume looks like a staffing number. Take it apart and most of it is knowledge the program produced and lost.
Connected ideas
- Builds on Product Management in the Age of Fast Idea
Cheaper, AI-assisted testing widens the gap between running experiments and learning from them - the compounding argument starts where the speed argument ends.