1 piece
An AI feature does not scale like the rest of your product. Its cost is per-request and does not amortise, its latency degrades in a shape most load tests never produce, and its failure mode under saturation is to return plausible garbage rather than to reject the request. All three arrive together, on the day the feature succeeds.