Validation, MVP & metrics
Build the smallest thing that tests the bet, then measure it with OKRs, KPIs, and experiments.
Validation is where discovery meets reality: define the smallest thing that tests your riddle of a bet, ship it, and measure whether it moved what you predicted. Synloom covers the whole arc.
Building an MVP
An MVP is the minimum you can build to learn whether the bet is real — not a small version of the final product, but a test of its riskiest assumption. The PRD agent scopes an MVP explicitly (it treats MVP as a scope level), Feature Prioritization keeps it lean (MoSCoW / RICE), and the Designer and Flow Architect agents make it concrete.
OKRs and KPIs
You cannot validate what you have not defined as a metric. The Analytics agent builds your measurement layer: Objectives and Key Results (OKRs), a KPI taxonomy, and a North Star metric — so every MVP ships with a clear definition of what success looks like.
Experiments
The Experiment agent designs the test itself — A/B tests, usability studies, hypotheses with sample-size math and success criteria — so “let’s validate this” becomes a real, analyzable experiment rather than a vibe check.
Translating value to the business
A validated feature still has to earn its place in the business. Synthesis scores problems partly on revenue impact; the Value Prop agent ties solutions to concrete pains relieved and gains created; the Pitch agent frames it as problem → solution → benefit for the people who fund the work.
Lesson: an MVP without a metric is just a small build
- What it is
- The point of an MVP is to learn — which means it must ship with a predicted metric and a target. The Analytics agent gives you the metric; the outcome tracker records whether reality matched.
- Why it matters
- Teams ship “MVPs” all the time that teach them nothing because no one wrote down what success would look like beforehand. The prediction is what turns a launch into a learning.
Before you build, state the one metric this MVP is meant to move and the number you expect. If you can’t, you’re not ready to build yet.