Splunk AI Assistant for SPL

Splunk AI Assistant for SPL offers bi-directional translation between natural language (NL) and Splunk Search Processing Language (SPL) with the ability to be fully personalized in context of your unique environment and data. What Splunk’s AI Assistant for SPL can do for you: With Agentic Response Generation, all capabilities are seamlessly integrated into a single chat window. The assistant now processes your requests with advanced reasoning and tool-calling, providing: 📝 Intelligent SPL Generation: Compose what you want to search in plain English, and the assistant translates the request into Splunk Search Processing Language (SPL). This feature helps you write valid, accurate queries, even for complex prompts, providing a strong baseline for your data analysis. 🚀 SPL Optimization: Now generally available, the assistant can optimize your existing and newly generated searches to execute faster and consume fewer resources, leading to quicker insights and more efficient operations. 📖 SPL Explanation: Understand any SPL search in plain English, complete with a detailed breakdown of its logic and purpose. 📚 Knowledge Retrieval: Get answers to questions about Splunk documentation, platform terms, or products. The assistant exposes its reasoning steps to build trust and asks clarifying questions for ambiguous prompts, ensuring more accurate and reliable outputs. Personalization Personalization in Splunk AI Assistant for SPL is an optional feature that generates more accurate and contextual SPL results by considering your unique data, environment, and past queries, while only using non-personal data and supporting role-based access controls. This helps users build better, more relevant SPL searches and distinguishes Splunk’s AI Assistant from generic third-party tools. More Model Runtime Choices (General Availability) Splunk AI Assistant for SPL now leverages models in Azure OpenAI in addition to Splunk-hosted Large Language Models (LLMs) for even better response quality, expanding the range of powerful LLMs at its disposal. (c) Splunk 2026. All rights reserved.