Digital transformation is accelerating, driven by five trends: composite AI (blending generative, predictive, and causal AI), cloud-native architecture (using microservices and DevOps), observability-based security (for real-time threat detection), real-time customer experience insights (to adapt faster to user needs), and answer-driven automation (leveraging AI for auto-remediation and innovation). These trends address complexity, enhance agility, and support data-driven decisions—making unified platforms and observability essential for success.

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