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Back to News List

How Agentic AI Transforms Enterprise Security and Observability

June 19, 2025•Cory Minton, Splunk•Original Link•2 minutes
AgenticAI
EnterpriseSecurity
Observability

Agentic AI revolutionizes digital resilience by enabling real-time data pattern recognition and autonomous decision-making in enterprise security and observability.

Image Credit: Adobe

Presented by Splunk

Agentic AI is poised to revolutionize enterprise digital resilience by combining conversational analysis from LLMs with autonomous task execution. This powerful combination enables organizations to shift from reactive troubleshooting to proactive planning in security and observability.

Key Benefits of Agentic AI

  1. Faster Root-Cause Analysis

    • Crosses siloed application boundaries for complete visibility
    • Completes in minutes what previously took engineers hours
    • Automates multi-step security investigations
  2. Proactive Threat Prevention

    • Forecasts vulnerabilities before exploitation
    • Detects subtle user behavior anomalies
    • Identifies system health issues before escalation
  3. Contextual Decision-Making

    • Processes multidimensional environmental data
    • Adapts reasoning in real-time
    • Optimizes operational performance
  4. Workforce Upskilling

    • Provides natural language interface
    • Democratizes knowledge across domains
    • Enhances analyst capabilities

Deployment Considerations

  1. Human Oversight

    • Maintain human-in-the-loop for critical decisions
    • Implement human-on-the-loop for agent management
    • Use reinforcement learning to improve models
  2. Specialized Agents

    • Domain-specific agents reduce hallucinations
    • Targeted agents improve accuracy
    • Lower compute costs than general-purpose LLMs
  3. Integration Protocols

    • MCP for LLM integration
    • A2A for agent communication
    • AGNTCY for enterprise orchestration
  4. Access Governance

    • Define clear agent access levels
    • Establish audit trails
    • Maintain compliance

Splunk's AI Approach

Splunk is embedding generative and agentic AI across its security and observability solutions, building on its machine learning heritage. The company's unified data platform creates an AI-ready foundation for enterprise digital resilience.

Learn more at www.splunk.com/ai

Sponsored content: For more information, contact sales@venturebeat.com

Related News

August 13, 2025•C P Balasubramanyam

Agentic AI Transforms Enterprise Workflows with Autonomous Systems

Enterprises are shifting from passive AI tools to autonomous agentic systems, redefining workflows and driving innovation across industries.

AgenticAI
EnterpriseTransformation
DataDriven
August 12, 2025•Unknown

Master Agentic AI with Python in This 4-Hour Video Tutorial

Learn agentic AI engineering in Python through a comprehensive four-hour video workshop by Jon Krohn and Edward Donner, covering frameworks, workflows, and hands-on coding.

AgenticAI
Python
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About the Author

Dr. Lisa Kim

Dr. Lisa Kim

AI Ethics Researcher

Leading expert in AI ethics and responsible AI development with 13 years of research experience. Former member of Microsoft AI Ethics Committee, now provides consulting for multiple international AI governance organizations. Regularly contributes AI ethics articles to top-tier journals like Nature and Science.

Expertise

AI Ethics
Algorithmic Fairness
AI Governance
Responsible AI
Experience
13 years
Publications
95+
Credentials
2
LinkedInResearchGate

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