Splunk
Data, security and observability platform; AI agent monitoring via Cisco
About Splunk
Splunk, part of Cisco, provides data analytics, security and observability products. Its Agent Observability monitors AI agents, models and costs with evaluation and guardrails, powered by technology from Galileo, which Cisco acquired.
Common use cases
- Monitoring AI agents
- IT operations
- Security operations
Social listening
What people are saying about Splunk
Reviewers value the Splunk observability product for faster incident response and broad visibility, and buyers typically plan for licensing scope, setup time and support tiers.
What stands out
- Reviewers say it shortens the time to find and fix faults.
- Visibility across applications and infrastructure is valued.
- Customizable dashboards and proactive alerts are useful.
- Some report engineering time savings.
Things to consider
- Worth comparing cost against alternatives and modeling host and trace-volume licensing.
- Teams typically plan time to build and tune custom dashboards and detectors.
- Mid-sized environments typically plan for a longer initial setup.
- Worth confirming support tiers and response times during evaluation.
Sources (1)
Themes summarized from public reviews, community discussion and press coverage as of November 2026. They reflect public discussion, not a rating or an endorsement by AI Connect.
Products and services
Observability Cloud
Full-stack observability including APM and infrastructure monitoring.
Agent Observability
Monitoring, evaluation and guardrails for AI agents.
Splunk Enterprise Security
Security analytics.
Key features
- AI agent monitoring
- APM
- Infrastructure monitoring
- Log analytics
- Security analytics
Integrations
- AWS
- Microsoft Azure
- Google Cloud
- Kubernetes
Splunk alternatives
DatadogCloud observability platform with LLM and ML monitoring capabilities
DynatraceObservability and security platform with AI-assisted analytics and AI workload monitoringNew RelicFull-stack observability platform with AI application and agent monitoring
ElasticSearch and analytics platform behind Elasticsearch, with vector search
FAQs
Who owns Splunk?
Cisco.
AI monitoring?
Yes, Agent Observability.
Where does it run?
Cloud and self-managed.
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