# Amazon — Deepgram deepens Amazon SageMaker AI observability with Enhanced Metrics

- Company: Amazon (amazon.com)
- Announced: 2026-08-27T16:11:27+00:00
- Category: capability-change
- Subject: Bedrock / Nova
- Source: https://aws.amazon.com/blogs/machine-learning/deepgram-deepens-amazon-sagemaker-ai-observability-with-enhanced-metrics/
- Record: https://forck.live/items/4516-deepgram-deepens-amazon-sagemaker-ai-observability-with-enhanced-metrics

Deepgram announces Enhanced Metrics and Prometheus/OpenTelemetry support for its speech-to-text and text-to-speech models deployed on Amazon SageMaker AI, providing billing and usage transparency and engine-level observability directly into customers' CloudWatch accounts.

## Evidence

Verbatim from https://aws.amazon.com/blogs/machine-learning/deepgram-deepens-amazon-sagemaker-ai-observability-with-enhanced-metrics/:

> Deepgram Enhanced Metrics : Usage and billing metrics that the Deepgram container publishes directly into your Amazon CloudWatch account, with no agent, no sidecar, and no additional IAM permissions. These are the same consumed-unit values that drive AWS Marketplace metered billing, so you can reconcile your AWS bill against actual traffic down to the model and transport. Prometheus and OpenTelemetry support : Engine-level Prometheus metrics scraped straight from the Deepgram container, and per-GPU accelerator and host metrics.

---

Record: https://forck.live/items/4516-deepgram-deepens-amazon-sagemaker-ai-observability-with-enhanced-metrics
Catalogue: https://forck.live/llms.txt
Feed: https://forck.live/feed.md