Story
AWS
AmplitudeAWS at Amplitude: Model Serving
Amplitude, an information technology organization in the United States, uses Amazon EKS from AWS to support applied AI delivery for ML and product teams.
Value results
| Category | Value result |
|---|---|
| Capability | Named workflow replaces ad hoc routing for model serving |
| Capability | Applied AI delivery stays visible to adjacent teams through Amazon EKS |
| Capability | ML and product teams work from the same Amazon EKS record for model serving |
Story
Amplitude did not need another dashboard that nobody opened. It needed applied AI delivery to move. In the United States, ML and product teams already knew where model serving went wrong: too many copies, too little ownership, and a close process that waited on the loudest inbox.
Amazon EKS from AWS is now in that path. Amazon Web Services is the leading public cloud for compute, storage, data, and AI services, used to run production systems at global scale. The company treats it as production tooling for applied AI delivery, which is why ML and product teams live in it rather than exporting from it once a quarter.
Amplitude can show how model serving is handled today. That is the value: a repeatable way to run applied AI delivery on software the rest of the industry already recognizes.
