mxdify — Growth infrastructure for digital health and SaaS

Experimentation velocity

Experimentation velocity is the rate at which a company runs valid, decision-grade experiments over a given period. It is a core driver of how quickly growth compounds, because every reliable test either unlocks a win or removes a bad bet. High velocity requires clean instrumentation, sufficient sample size, and a testable surface area.

In more detail

Winning growth teams typically run five to twenty statistically valid experiments per month, not just launches. The bottleneck is almost never ideas; it is instrumentation quality, traffic, and the discipline to define a decision before the test starts.

07SYSTEM
Continuous · Warehouse-grade · Auditable
01STAGE
[ Signal Capture ]
First-party events · server-side tagging
02STAGE
[ Warehouse & dbt Modeling ]
BigQuery · Snowflake · identity graph
03STAGE
[ GTM Trigger Loops ]
Lifecycle · paid · sales handoff
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