Where the buying flow shifted
Cloudflare AI Gateway observability can place requests, errors, and provider calls behind one review entry.
When an agent uses multiple models and tools, one gateway view is easier to govern than scattered bills and logs.
Do not trust one metric
The signal matters when it clarifies the buying path, not when it adds another isolated commerce feature.
Check the transaction boundary
- List model providers, call paths, error types, cost fields, and alert thresholds
- Keep the test narrow: one priority product or checkout flow before expanding recommendation, authorization, payment, and support work
What still needs proof
Scattered calls hide cost spikes, failure bursts, and provider-switching problems. Keep the original source open so the announcement, the evidence, and this site's interpretation stay separate.