Turning AI pilots into measurable business value

Neil Sholay, SVP, AI Data Strategy at Oracle, argues that successful AI adoption depends on measuring business impact, redesigning processes for human-agent collaboration, and balancing automation with governance. He highlights the need for agentic orchestration layers to manage security, performance and costs, while industry-specific ontology layers will help telecom operators transform high-quality data into actionable intelligence.