This white paper outlines Splunk’s foundational philosophy for using AI to strengthen security, observability, and digital resilience. It argues that AI is essential to managing the scale and complexity of modern hybrid and multicloud environments. The paper emphasizes purpose-built, domain-specific AI that is embedded directly into workflows rather than generic models used in isolation. A strong “human-in-the-loop” approach positions AI as a copilot, not a decision-maker, ensuring trust, accountability, and better outcomes. The philosophy also promotes openness, extensibility, and transparency to enable responsible innovation. Together, these principles guide how AI can reduce noise, accelerate response times, and improve resilience without increasing risk.

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