S

AI SRE

Application

by Splunk

Splunk's site-reliability agent: an AI teammate for IT and SRE teams that troubleshoots an incident, finds the root cause and proposes the fix, working from the telemetry already in Splunk rather than from a human's search.

Find alternatives to AI SRE

What it does

• Evaluation and observability
• Agent orchestration
• Data analysis

Features 4

• AI-driven detectionAutomatically correlates related alerts into unified incidents to reduce noise.
• AI troubleshooting agentSifts through metric, log and trace data to identify likely root causes in plain language.
• Remediation planGenerates guided step-by-step remediation plans with human-in-the-loop oversight.
• AI Assistant in Observability CloudExtracts insights from Observability Cloud and accelerates investigations in natural language.

Sources

Pricing

Not found · 19 Sep 2026

Read 2026-09-19: the page states no rate, plan or allowance. Splunk's own pricing page sells workload and ingest packages for the platform and names no line item for this product.

Description

Official documentation · 19 Sep 2026

Splunk's own page description, read 2026-09-19: "Reduce MTTR and downtime with AI SRE, an agent teammate that helps IT and SRE teams troubleshoot, find root cause, and fix issues faster."

What it does

Official documentation · 19 Sep 2026

Troubleshooting production systems from their telemetry is evaluation-observability; an agent teammate that acts rather than reports is agent-orchestration; root-cause analysis over that telemetry is data-analysis.

Sold within

Not found · 19 Sep 2026

Splunk publishes no entitlement sentence for AI SRE: the page does not say whether it comes with a platform subscription or is bought separately, so the access key is absent and no parent is asserted. Splunk's own Observability menu lists it as a capability heading ("AI SRE -- Troubleshoot with agentic AI") rather than under a named parent product.

Name

Official documentation · 19 Sep 2026

Page <h1> "AI SRE" and <title> "AI SRE | Splunk"; Splunk's own Observability menu lists it as "AI SRE -- Troubleshoot with agentic AI".

URL

Official documentation · 19 Sep 2026

The product's own page in Splunk's A-Z product index, read on 2026-09-19.

Deployment

Official documentation · 19 Sep 2026

Delivered through Splunk's hosted platform; the page names no self-hosted edition of its own.

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• Splunk Observability Cloud Application

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• Splunk Agent Launchpad Agent platform

  No-code builder and launcher for AI agents inside Splunk: security, IT and network teams create an agent and start it from the workflow where the signal appeared, rather than from a separate console.

• Splunk Agent Observability Platform

  Observability for somebody else's AI stack: Splunk traces a customer's own agents, the models they call, the vector databases behind them and the infrastructure underneath, and reports where the stack is failing.

• Agent Visibility Application

  The tracing half of Splunk's agent observability: one agent followed end to end from its own reasoning steps down to the GPU the run executed on, so a failure can be attributed to a layer rather than guessed at.

• Agent and Model Evaluation Application

  Production scoring for agent traffic: every interaction graded for correctness, safety and tool use rather than a sample of them, with the evaluations built for agents instead of adapted from model benchmarks.

• Runtime AI Guardrails Application

  Splunk's enforcement layer for agents: a guardrail built from a customer's own evaluations blocks an unsafe agent action before the tool call executes, and logs every allow-or-block decision for audit.

• Detection Studio Developer tool

  The authoring environment for Splunk Enterprise Security's detections: a detection engineer plans, develops, tests, deploys and then monitors a detection in one place, instead of moving it between a notebook, a ticket and production.

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