11 Implementation · Data · Tooling

Start with the team and tools you have.

A simple operating model for a 10–30 person team.

Now

Make ownership and value clear

Name owners for outcomes and dependencies. Use one shared priority list and a short value hypothesis.

Review usage and results every two weeks with your current tracker, docs and analytics.

Later

Add tools when needed

Advanced experiments, feature flags and self-serve BI can wait until a real bottleneck appears.

Data foundation

Connect feature use to an outcome

Player · Brand · Feature exposure · Key events · Deposits / cashouts / GGR · Risk and cost

If the link is missing, fix the data before claiming measured value.