Most leadership teams cannot articulate which they are pursuing. Or worse, they pursue all three simultaneously without acknowledging the different cultural infrastructures each requires. Productivity demands training and enablement. Automation requires trust and transparent communication about displacement. Opportunity needs permission to experiment and tolerance for failure.
When you try to do all three at once without cultural foundations, you get confusion, resistance, an
Complete guide to AI agents in 2025: 7 types explained with real enterprise examples. Learn the critical difference between autonomous agents and basic automation tools. Discover proven implementation strategies, common failure patterns, and ROI metrics from actual deployments. Essential reading for business leaders evaluating agentic AI for customer service, manufacturing, and workflow automation.
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