Opportunities
What to scale, what to hold.
Opportunities, fatigue and assisted reading — no fabricated promises.
Too much data, too little signal. The operation drowns in metrics and doesn’t know what’s next.
Signals by channel, creative and product.
Every recommendation with the why and the counter.
The reading improves with your own history.
What to scale, what to hold.
Wear-out before losses.
Confidence and evidence, not a black box.
Acceleration detected, without spam.
Shadow mode: it recommends and simulates. No action is applied on its own.
Start in shadow mode: everything is simulated, nothing is published. You promote real execution when you decide.