Deepgram deepens Amazon SageMaker AI observability with Enhanced Metrics

This article announces Deepgram's Enhanced Metrics and Prometheus/OpenTelemetry support for Amazon SageMaker AI deployments, providing deeper observability into speech AI workloads.

• Deepgram Enhanced Metrics publish billing and usage data directly to CloudWatch with no agent or sidecar required
• Reconcile AWS Marketplace bills against actual traffic down to model and transport layer
• Track feature usage including diarization, smart formatting, redaction, and keyterm prompting
• Prometheus and OpenTelemetry metrics expose per-GPU utilization and engine capacity estimates
• Detailed observability enabled by default on new endpoints, queryable with PromQL from CloudWatch or Grafana
• All metrics work under AWS Marketplace network isolation constraints

These capabilities close observability gaps in self-hosted speech AI, enabling cost management and capacity planning without external telemetry collection.