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As enterprises increasingly adopt multi-cloud environments to enhance their infrastructure's flexibility and reliability, ensuring the security of these complex setups becomes paramount. Multi-cloud architectures, which utilize services from multiple cloud providers, offer several advantages such as reduced dependence on a single vendor, cost savings, and localized compliance. However, they also introduce unique security challenges due to varied APIs, different security controls, and diverse compliance requirements across platforms.