Cost Management for SageMaker AI: The Case for Strong Administrative Guardrails
Enterprises are increasingly leveraging Amazon SageMaker AI to empower their data science teams with scalable, managed machine learning (ML) infrastructure. However, without proper administrative controls, SageMaker AI usage can lead to unexpected cost overruns and significant waste.
In large organizations where dozens or hundreds of data scientists may be experimenting concurrently, this risk compounds quickly.
