AI Assistant Articles

Monitor dbt pipelines with Elastic Observability
Log AnalyticsAI AssistantGenAI

Monitor dbt pipelines with Elastic Observability

Learn how to set up a dbt monitoring system with Elastic that proactively alerts on data processing cost spikes, anomalies in rows per table, and data quality test failures

Almudena Sanz Olivé

Tamara Dancheva

NGNIX log analytics with GenAI in Elastic
GenAILog AnalyticsAI Assistant

NGNIX log analytics with GenAI in Elastic

Elastic has a set of embedded capabilities such as a GenAI RAG-based AI Assistant and a machine learning platform as part of the product baseline. These make analyzing the vast number of logs you get from NGINX easier.

Bahubali Shetti

AWS VPC Flow log analysis with GenAI in Elastic
AWSGenAILog AnalyticsAI Assistant

AWS VPC Flow log analysis with GenAI in Elastic

Elastic has a set of embedded capabilities such as a GenAI RAG-based AI Assistant and a machine learning platform as part of the product baseline. These make analyzing the vast number of logs you get from AWS VPC Flows easier.

Bahubali Shetti

Bringing observability insights from Elastic AI Assistant to the world of GitHub Copilot
AI AssistantGenAIAzure

Bringing observability insights from Elastic AI Assistant to the world of GitHub Copilot

GitHub announced GitHub Copilot Extensions this week at Microsoft Build. We are working with the GitHub team to bring observability insights from Elastic AI Assistant to GitHub Copilot users.

Jeff Vestal

Hemant Malik

Getting started with the Elastic AI Assistant for Observability and Amazon Bedrock
AI AssistantGenAIAWS

Getting started with the Elastic AI Assistant for Observability and Amazon Bedrock

Follow this step-by-step process to get started with the Elastic AI Assistant for Observability and Amazon Bedrock.

Jonathan Simon

Udayasimha Theepireddy (Uday)

The Elastic AI Assistant for Observability escapes Kibana!
AI AssistantGenAI

The Elastic AI Assistant for Observability escapes Kibana!

Harness the Elastic AI Assistant API to seamlessly blend Elastic's Observability capabilities into your daily workflow, from Slack to the command line, boosting efficiency and decision-making. Work smarter, not harder.

Jeff Vestal

Getting started with the Elastic AI Assistant for Observability and Microsoft Azure OpenAI
AI AssistantGenAIAzure OpenAIAzure

Getting started with the Elastic AI Assistant for Observability and Microsoft Azure OpenAI

Follow this step-by-step process to get started with the Elastic AI Assistant for Observability and Microsoft Azure OpenAI.

Jonathan Simon

Analyzing OpenTelemetry apps with Elastic AI Assistant and APM
AI AssistantAPMGenAIAPMOpenTelemetry

Analyzing OpenTelemetry apps with Elastic AI Assistant and APM

Elastic Observability provides native OpenTelemetry support, but analyzing applications logs, metrics, and traces can be daunting. Elastic Observability not only provides AIOps features but also an AI Assistant (co-pilot) to help get to MTTR faster.

Bahubali Shetti

Enhancing SRE troubleshooting with the AI Assistant for Observability and your organization's runbooks
KubernetesOpenTelemetryAI AssistantGenAI

Enhancing SRE troubleshooting with the AI Assistant for Observability and your organization's runbooks

Empower your SRE team with this guide to enriching Elastic's AI Assistant Knowledge Base with your organization's internal observability information for enhanced alert remediation and incident management.

Almudena Sanz Olivé

Katrin Freihofner

Tom Grabowski

Optimizing Observability with ES|QL: Streamlining SRE operations and issue resolution for Kubernetes and OTel
Log AnalyticsKubernetesOpenTelemetryAI AssistantGenAI

Optimizing Observability with ES|QL: Streamlining SRE operations and issue resolution for Kubernetes and OTel

ES|QL enhances operational efficiency, data analysis, and issue resolution for SREs. This blog covers the advantages of ES|QL in Elastic Observability and how it can apply to managing issues instrumented with OpenTelemetry and running on Kubernetes.

Bahubali Shetti