Introduction Customer support is undergoing its most significant transformation since the introduction of the help desk. The rise of agentic AI—intelligent systems that don’t just generate responses but actually take action across business systems—has fundamentally changed what’s possible in customer service automation . In 2026, the question is no longer whether to deploy AI in customer…
Introduction The year 2025 marked a pivotal shift in enterprise artificial intelligence. After years of experimentation, pilot programs, and cautious investment, organizations across industries moved decisively from “trying AI” to “running on AI.” The numbers tell a compelling story: global enterprise AI spending surged from an average of $4.5 million per organization to over $7…
Introduction Artificial intelligence has moved decisively from experimental pilot to core business infrastructure. According to Google Cloud’s 2025 ROI of AI Report, more than half of executives now report their organizations are actively using AI agents, with 39% having launched ten or more in production . This shift represents what Google Cloud COO Francis deSouza calls…