Intent-Driven Optimization: Rethinking Efficiency, Scalability, and Results - Brought to you by AVLINO

We were promised fully autonomous operations and self-optimizing systems that would revolutionize terminal efficiency. Instead, we ended up with automation wrapped in buzzwords—systems that still rely heavily on human oversight and rigid rule-based workflows. So, what went wrong? And more importantly, what’s the path forward?

This session takes a clear-eyed look at the evolution of digital transformation in supply chains—how consulting, digitalization, and big data brought us to today’s workflow-driven models that often fall short of delivering true operational agility.

A new paradigm is now emerging. Intent-driven systems, or Objective-Oriented Operating (3-O) Systems, are reshaping the industry by shifting the focus from process adherence to outcome achievement. These systems are built to understand and prioritize business objectives, enabling terminals to adapt dynamically, resolve conflicting goals, and operate with greater clarity and control.

This session will challenge conventional thinking around software design and procurement. It's no longer about asking, “What can your software do?”—but instead, “What business outcomes can your system consistently deliver?”

• Transitioning from complexity to clarity: Moving beyond automation to intent-driven optimization
• Why traditional rule-based systems struggle to deliver on strategic goals
• How 3-O Systems enable real-time trade-offs between competing KPIs
• Real-life examples of outcome-driven optimization in container terminal operations