Pattern

FOCUS-normalized AI cost data

Normalize every provider's billing export (model APIs, cloud, SaaS, GPU clouds) into the FOCUS schema before allocating or reporting it, so showback, chargeback and anomaly detection run on one dataset instead of one parser per vendor.

Classification Common billing-data schema that makes AI and cloud costs comparable across providers.