Whether it works · The decision · Element

The review cycle

When each personalisation is reassessed.

The part

What it is

Annually is enough. Models degrade, audiences change, and a personalisation that worked three years ago may now be neutral.

Without a cycle, personalisation only ever accumulates.

The smallest level

The attributes it carries

Each attribute is one of the framework’s shared types. What a date is, and how it is written, is defined once for the whole model — the note here says what it means in this particular place.