Turning AI Experimentation into Enterprise Capability - AI Exchange
As AI agents move from pilots on personal laptops to real seats on the org chart, HR leaders are being asked to redesign workflows, upskill the workforce, and stand-up guardrails without slowing the pace of innovation.
Katheryn Brekken, PhD, Senior Research Analyst at i4cp, shared new data from i4cp's AI-Enabled HR Operating Model for Future-Ready Organizations framing why HR belongs at the AI decision table and why future-ready organizations are pulling ahead on agents, readiness, and outcomes.
Peer spotlights from Paul Langlois, Vice President Enterprise Learning and Mirela Miresan, Program and Learning Director at Ecolab showed how thoughtful enablement turns AI curiosity into business capability—through competitions, microlearning, peer sharing, and internal-knowledge agents that scale globally.
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