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Perspectives on enterprise AI adoption, security policy enforcement, and keeping spend tied to teams, projects, and approved use cases.

State of AI in 2025: Best Practices for Modern Enterprises

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Abstract

This white paper targets organizations moving beyond AI pilots to focus on compliance, security, and privacy in agent-driven workflows. We describe three modes of AI use: private (airtight security), local AI (standard security and intelligence), and policy-restricted cloud AI (maximum intelligence). Emphasis is on actionable practices that enable enterprises to adopt secure and efficient automation without heavyweight platforms.

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