Why every warehouse in Singapore will run on AI safety monitoring within five years

Singapore's warehouses are on the brink of a revolution in safety monitoring through the use of AI technology. As of November 2024, the Ministry of Manpower (MOM) has already implemented stricter forklift refresher training requirements and reinforced safety protocols to address the leading cause of fatal workplace injuries in the country – vehicular incidents involving forklifts.

This shift towards AI-based safety monitoring is driven by three key factors converging simultaneously: the increasingly stringent regulations that demand continuous compliance, the shrinking physical footprint of warehouses due to vertical expansion, and the surge in e-commerce and just-in-time stocking demands.

With Singapore's freight and logistics market projected to reach over US$35 billion by 2031, warehouses are becoming leaner and more densely packed into limited spaces. This presents a significant challenge, as traditional periodic inspections are no longer sufficient to monitor safety in real-time. The limited number of supervisors overseeing multiple aisles exacerbates the issue, as human oversight cannot keep pace with the rapid pace of warehouse operations.

AI-based monitoring systems are poised to bridge this gap by offering continuous surveillance and real-time analysis of visual conditions. Unlike traditional CCTV footage, which is typically used for post-incident investigations, AI models can identify predefined risk patterns as they unfold, enabling immediate intervention to prevent accidents.

Furthermore, advancements in vision-language models and agentic AI systems are on the horizon, allowing warehouses to move beyond simple event classification to predictive safety intelligence.

While the transition to AI-based safety monitoring is expected to be completed within five years, it is clear that this technology is not just a passing trend. The rules for warehouse safety in Singapore are evolving to require demonstrable compliance rather than mere documentation. As the industry grapples with the challenges of rapidly growing operations and limited physical space, AI-based monitoring offers a practical solution to enhance safety, reduce risks, and ensure the well-being of workers in Singapore's warehouses.