Deepgram deepens Amazon SageMaker AI observability with Enhanced Metrics
Deepgram adds billing transparency and GPU-level observability to SageMaker AI speech deployments.
Deepgram released Enhanced Metrics and Prometheus/OpenTelemetry support for its speech-to-text and text-to-speech models running on Amazon SageMaker AI, closing a long-standing observability gap in isolated container deployments. The new capabilities push billing and usage data directly into customers' CloudWatch accounts without requiring network egress, sidecar agents, or additional IAM permissions. This matters for enterprises using self-hosted speech AI who need cost reconciliation and GPU-level diagnostics without sacrificing data residency compliance.