A quarry radio’s Riva pipeline finally beats the word-error target on held-out calls. Ops asks how that same stack gets installed in a cluster the same way every time. What answers that ask?
Select an answer to reveal the explanation.
Short Explanation
When the lab already won on word error, the next question is “install it the same way every time,” not “train again.” That packaging step is a Helm chart. Experiment first, then chart.
Full Explanation
Helm sits after a successful Riva experiment as the repeatable install unit for the conversational stack on Kubernetes. It is not a substitute for ASR customization and does not require fabric redesign or custom kernel installers. Associate depth places packaging after lab success.