Executive Summary: Every equipment finance conference features AI panels. Every strategic plan includes AI initiatives. Every technology vendor presents AI capabilities. Yet actual deployment remains sparse. Secured Research’s 2025 implementation survey found that 78% of equipment finance executives describe AI as ‘strategically important,’ while only 12% have deployed AI in production workflows—including the pilot stage. The gap between discussion and deployment reflects a combination of genuine infrastructure barriers, risk management hesitation, and organizational inertia masquerading as prudence. Understanding which barriers are real—and which are convenient—determines whether firms will lead the AI transition or be disrupted by it.

The Conference Circuit Disconnect