The problem

The lack of reliable events made it very hard to assess the real impact of each experiment.

The hypothesis

A standardised event taxonomy will allow faster iteration and better decisions.

The decision

Defined the key events and triggers, aligned with the real funnel steps and growth loops.

What I'd do differently

Involve analytics stakeholders earlier to align definitions and ownership of each event.