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Thursday, 27 August 2026

Deepgram deepens Amazon SageMaker AI observability with Enhanced Metrics

Amazon Web Services 1 month ago 41

Deepgram added Enhanced Metrics to its Deepgram speech-to-text and text-to-speech deployments on Amazon SageMaker AI to close gaps in billing and performance observability. The billing transparency stream reports ConsumedUnits, using the same metered inference-unit values that drive AWS Marketplace metered billing. The result is CloudWatch metrics for per-request billing/feature usage plus engine and per-GPU visibility via Prometheus and OpenTelemetry within SageMaker’s detailed observability, without deploying an agent, sidecar, or collector.

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AI Infrastructure Model Deployment AWS Cost Optimization

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