A fork(lift) in the road: why the future of “machine vision” is multi-sensory

Murray Cox -
Your Focus
- 9 Oct 2025 ( #1251 )
2 min read
The future of machine vision is multi-sensory
The future of machine vision is multi-sensory
Murray Cox is principal engineer at Speedshield Technologies, where he seamlessly connects cutting-edge research with real-world industrial mobile equipment and applications. He is passionate about pushing the boundaries of AI-driven vision and spatial sensing to revolutionise workplace safety and operational efficiency across industries.

When it comes to safety in warehouses and worksites, what could be more important than visibility? Cameras mounted on forklifts and other industrial vehicles have become the new standard, giving operators and managers a clearer line of sight into busy, often dust-filled environments. 

But as anyone who has spent time on a warehouse floor knows, seeing isn’t always the same as understanding. 

A camera can record what’s in front of a forklift, but it can’t always interpret what that means for the machine, its operator, or the people moving around it. 

That’s why the next wave of “machine vision” isn’t about sharper images or higher resolutions. It’s actually about equipping machines with the intelligence to see things the way we do – with context and situational awareness. 

By combining cameras with radar, LIDAR, temperature sensors, and accelerometers, the humble forklift is able to graduate from nuts-and-bolts machinery to an intelligent workplace companion that empowers operators to act with safety and confidence. 

In many ways, this multi-sensory approach mirrors how humans navigate the world: sight is important, but we also rely on hearing, touch, and spatial awareness to make safe decisions. 

The rise of multi-sensory safety systems

Multi-sensory systems are already changing how vehicles interact with their surroundings. Radar and LIDAR, for instance, can detect objects and people even in poor visibility – conditions where cameras might struggle due to low light, glare, or dust. 

Temperature sensors can provide early warning of overheating components or nearby fire risks, while accelerometers can sense changes in speed, tilt, or impact that may indicate instability. Together, these inputs create a web of awareness that exceeds anything a single lens can capture. 

For operators, this means an extra layer of protection in high-risk situations. A forklift navigating a crowded aisle can now distinguish between a pedestrian stepping out from behind a pallet and a shadow cast by overhead lighting. 

On a slippery surface, sensors can recognise traction loss and adjust behaviour before the operator even reacts. It also reduces the likelihood of false alarms – a major pain point in the industry that can cause endless distractions and sow mistrust in safety systems. 

AI and edge processing: The brains behind the sensors

Collecting data from multiple sensors is only half the challenge; making sense of it in real time is where the real breakthroughs lie. In a busy warehouse, milliseconds matter. 

A forklift approaching a blind intersection can’t afford a delay while raw data is sent to the cloud and back for analysis. 

That’s why the next generation of safety systems is leaning heavily on edge computing – processing information directly on the machine itself. 

And artificial intelligence is the layer that brings this capability to life. 

Models trained on millions of hours of operational footage and sensor data can help machines recognise complex patterns, from spotting signs of unsafe operator behaviour to predicting the likelihood of a collision. 

Also Read:
How positive friction prevents forklift accidents before they happen
Stuart Taylor
3 minute read
How positive friction prevents forklift accidents before they happen Safety First - 27 Nov 2025 (#1258) Stuart Taylor is managing director of Mentor FLT Training Limited looks at ways positive friction can be used to help prevent forklift accidents from happening
How advanced relay contact design transforms forklift reliability
Carlos Mendes
3 minute read
How advanced relay contact design transforms forklift reliability Your Focus - 20 Nov 2025 (#1257) Carlos Mendes is a product manager for switching at Durakool, working closely with engineers and buyers to bridge the gap between application and specification.
Manual or automated material handling: finding the right balance
Diana Davoyan
3 minute read
Manual or automated material handling: finding the right balance Your Focus - 6 Nov 2025 (#1255) Diana Davoyan is a marketing professional and copywriter in the global robotics sector, with extensive experience in industrial and warehouse robotics. Here she looks at striking the right balance between manual and automated MH operations.
For more unique stories and expert insights: read our industry blogs
Blog articles provide perspectives and opinions and therefore may contain inaccurate or incomplete information. Forkliftaction Media accepts no responsibility for errors or omissions. If you feel that significant facts are overlooked, or have a different viewpoint on a topic addressed, we invite you to open a conversation in our Discussion Forums.

Are you recruiting? Find your ideal candidate among a diverse range of materials handling professionals:

Forkliftaction's JOB MARKET

Inside The News
In this week’s Forkliftaction News , we report on Hyster-Yale laying off staff in the US amid what it describes as “challenging market conditions”... Continue reading
Upcoming industry events …
December 4–7, 2025 - Goyang, Korea, Republic Of
March 10-12, 2026 - Hong Kong, Hong Kong
June 30-July 2, 2026 - Birmingham, United Kingdom
Editorial calendar - planned features
CONSTRUCTION FORKLIFTS
HANDLING GOODS IN THE COLD
LOADING/UNLOADING FREIGHT
BROWNFIELD AUTOMATION
FORKLIFT ATTACHMENTS
BATTERY AFFORDABILITY AND LIFETIME
FORKLIFT SAFETY
Upcoming industry events …
December 4–7, 2025 - Goyang, Korea, Republic Of
March 10-12, 2026 - Hong Kong, Hong Kong
June 30-July 2, 2026 - Birmingham, United Kingdom
Inside The News
In this week’s Forkliftaction News , we report on Hyster-Yale laying off staff in the US amid what it describes as “challenging market conditions”... Continue reading

PREMIUM business

F. Uchiyama
Global exporter of used forklift and construction machinery, servicing over 80 countries.