What does the client want?

Collects the cycle's exports from wherever they land and refuses stale files before anything runs.

Turns every platform's export into one clean table before anything is judged.

Matches campaign and station names, spending the model only on names never seen before.

Compares delivered against contracted and raises an early warning when the threshold is crossed.

Decides what is owed under the tolerance clause — the amounts themselves never pass through a model.

Reads a thread of revisions and rebuilds the one version that is current.

Runs the numbered rule list and attaches a reason and evidence to every hit.

Orders open items by real deadlines and stops for a person before anything ships.

Writes only the cells that should change and drafts the note that explains them.