Artificial Intelligence Blogs
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artificial intelligence

From Complexity to Clarity: Leveraging AI to Simplify Fraud, Waste, and Abuse Investigations at Every Level
Simplify fraud investigations with AI & Splunk.

Faster Insights with Splunk AI Assistant for SPL: Now More Personal Than Ever
Splunkers Mohit Verma and Jeff Wiedemann break down the latest advancements in Splunk AI Assistant for SPL v1.1, featuring personalized SPL queries, enhanced AI capabilities, and categorized prompt suggestions.

Splunk’s AI Assistant: Top 7 Use Cases for AI-Driven Observability
Discover how Splunk’s AI Assistant transforms observability with AI-driven insights. Learn 7 powerful use cases to enhance performance and incident response.

Powering Digital Resilience in the AI Era
With rapid advancements in AI, digital resilience is no longer optional – that's why leading organizations trust Splunk’s unified security and observability platform to keep their digital systems secure and reliable.

What's new in Splunk DSDL 5.2: LLM-RAG functionalities and use cases
In this version 5.2 release of Splunk DSDL, we introduce new functionalities utilizing retrieval-augmented generation with local large language models and a vector database. In this blog, we provide an overview of various use cases supported through a set of DSDL commands and dashboards.

Scaling Anomaly Detection with MLTK 5.5
Who doesn’t love a bit of anomaly detection with Splunk? As someone who has spent far too long talking about cyclical statistical forecasts and anomalies, you’ll be relieved that this is a topic that we don’t get tired of here at Splunk! In this blog post we will be taking you through some of the recent changes to the Machine Learning Toolkit, where we have released a more scalable version of our users most favorite algorithm.

From Zero to LLM-Hero: Plan, Architect and Operationalize your AI Assistant in Splunk
In this blog post we are going to show you how you can connect Splunk data with LLMs to interact with them, based on the way Zeppelin, a global leader in sales and services for construction machinery, power systems, rental equipment and plant engineering, achieved this.

Splunking GenAI Applications for Observability Insights
Splunker Jeff Wiedemann explains how Splunk Observability Cloud allows you to instrument GenAI apps to gain critical observability insights.

Enhance Your AIOps Strategy by Utilizing Data Classification
Consider the utilization of OpenTelemetry Collectors to pre-classify AIOps data input attributes.