AI Mentions & Sources Report for AI Mention Tracking Tools
Track Your AI VisibilityAI Mentions & Sources Report for AI Mention Tracking Tools
This page provides details about aws.amazon.com (Tech Companies) which was ranked #5 out of 61 in the list of sources (3 citations (4% share)) in answers from AI models (Anthropic Claude Sonnet (latest),
OpenAI ChatGPT Latest) when they were asked the following 1 question: "Which tools provide real-time AI monitoring and alerts?" on Dec 24, 2025 by AI Chat Watch. This source is referenced for brands: Amazon SageMaker Model Monitor, AWS CloudWatch, AWS SageMaker Model Monitor, AWS.
| Model | Voice | Position | Citations |
|---|---|---|---|
|
|
{{ getInfluenceForBot(bot.id) }} | {{ getPositionForBot(bot.id) }} | {{ getMentionsForBot(bot.id) }} |
| URL Path | Citations | Position |
|---|---|---|
| /cloudwatch | 1 | 6 |
| /sagemaker/model-monitor | 2 | 7.1 |
| Brand | Voice | Mentions |
|---|---|---|
|
|
20.5% | 5 |
|
|
7.3% | 2 |
|
|
4.5% | 1 |
|
|
0% | 0 |
Which tools provide real-time AI monitoring and alerts?
[...] g** [https://www.databricks.com/product/machine-learning/lakehouse-monitoring](https://www.databricks.com/product/machine-learning/lakehouse-monitoring) - Real-time data and model quality monitoring - Automated drift detection - Integrated alerting system ### 10. **Amazon SageMaker Model Monitor** [https://aws.amazon.com/sagemaker/model-monitor](https://aws.amazon.com/sagemaker/model-monitor) - Continuous monitoring of ML models - Real-time quality alerts - Integration with CloudWatch for notifications ## **Specialized Monitoring Tools** ### 11. **Aporia** [https://www.aporia.com](https://www.aporia.com) - Real-time ML monitoring - Customizable alerting rules - Model performance dash [...]
Which tools provide real-time AI monitoring and alerts?
[...] w.honeycomb.io/ Cloud-native monitoring for AI services - AWS CloudWatch — Real-time metrics/logs/alarms; integrate with AI services for alerts. https://aws.amazon.com/cloudwatch/ - Amazon SageMaker Model Monitor — Monitors data quality, drift, and model quality; routes to CloudWatch for alerts. https://aws.amazon.com/sagemaker/model-monitor/ - Amazon Bedrock + CloudWatch — Bedrock invocation metrics in CloudWatch for dashboards and alarms. https://docs.aws.amazon.com/bedrock/latest/userguide/monitoring-cloudwatch.html - Azure Monitor — Metrics/logs with flexible alert rules for AI workloads. https://azure.microsoft.com/products/monit [...]
[...] us.io/docs/alerting/latest/alertmanager/ - Honeycomb — High-cardinality observability for debugging complex AI pipelines, with triggers/alerts. https://www.honeycomb.io/ Cloud-native monitoring for AI services - AWS CloudWatch — Real-time metrics/logs/alarms; integrate with AI services for alerts. https://aws.amazon.com/cloudwatch/ - Amazon SageMaker Model Monitor — Monitors data quality, drift, and model quality; routes to CloudWatch for alerts. https://aws.amazon.com/sagemaker/model-monitor/ - Amazon Bedrock + CloudWatch — Bedrock invocation metrics in CloudWatch for dashboards and alarms. https://docs.aws.amazon.com/be [...]