AI-Driven Ground Operations: Real-Time Lessons from Frankfurt Airport

Frankfurt Airport deploys AI and computer vision to optimize ground operations, addressing inefficiencies in aircraft turnaround and baggage handling. In collaboration with Lufthansa Group’s zeroG and Fraport, the camera-based system ‘seer’ records every step of aircraft handling—from docking passenger boarding bridges to baggage loading and refueling. The AI automatically timestamps processes, aggregating data into a central database as a single source of truth for real-time visibility and alerts.

Development began in 2023, with pilots from February to May 2024 at selected stands. Currently operational at five positions, ‘seer’ will expand to 20 by Q3 2025, followed by full rollout. This enhances punctuality, resource utilization, and transparency amid time-pressured ground activities. A virtual panel highlighted monitoring over 30 turnaround events live and tracking carry-on baggage volumes at security gates to preempt boarding delays.

Fraport CEO Stefan Schulte noted, “Enhanced data transparency provides our employees and partners with a more precise overview of each step involved in aircraft handling, enabling them to adapt subsequent work steps accordingly.” zeroG Managing Director Manuel van Esch added, “With camera-based AI models, we make processes visible, analyzable, and controllable—in real time.”

Challenges include data protection compliance and integration with legacy systems. Lessons emphasize collaborative design, staff engagement, and ethical data practices to drive adoption at Europe’s busiest hub.