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Man, machine and AI combine in battle to clear Ukraine of mines

Published by Global Banking & Finance Review

Posted on April 30, 2026

3 min read

· Last updated: April 30, 2026

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Innovative Efforts: Man, Machine & AI Clear Mines Across Ukraine Safely

By Sergiy Karazy

Clearing Ukraine's Minefields: Human, Machine, and AI Collaboration

Manual Demining: The Human Element

MYROTSKE, Ukraine, April 30 (Reuters) - Near the village of Myrotske in central Ukraine, a dozen mine clearers moved painstakingly forward in rows, sweeping metal detectors before them in time with one another, like reapers scything wheat.

They are working to make the woods and fields safe from mines and unexploded ordnance left behind after Russia occupied the area, some 40 km (25 miles) northwest of Kyiv, early in its invasion four years ago. 

Huge areas of Ukraine are littered with mines and other discarded ordnance after years of fighting. 

The Scale of the Challenge

"Unfortunately, Ukraine is the most heavily mined country in the world," said Olena Shustova, media manager for demining charity HALO Trust. "Ukraine will not be demined in less than 10 years." 

HALO began demining operations here after a Ukrainian serviceman from a unit stationed nearby stepped on an anti-personnel mine while collecting firewood two years ago, showing the dangers left by the war even when the battlefield moves elsewhere.

"Everywhere where there was occupation, there are minefields and explosive ordnance," said Shustova. HALO, the world's largest international mine action organisation, employs 1,350 nationals in Ukraine.

According to state-run Demine Ukraine, more than 132,000 square kilometres (50,965 square miles) - an area roughly the size of Greece or the U.S. state of Mississippi - remain contaminated by mines. So far, nearly 42,000 sq km have been made safe, it said.

Technological Innovations in Demining

Artificial Intelligence and Drone Imagery

Given the huge scale of the task, HALO Trust has turned to AI to analyse high-resolution drone imagery of contaminated areas and train systems to identify mines and explosive remnants, achieving around 70% accuracy already.

"The process may take decades, but advances in technology are helping to accelerate it," Shustova said. 

Unmanned Machines Speed Up Demining

UNMANNED MACHINES SPEED UP DEMINING 

Remote-Controlled Excavators

At another demining site north of Kyiv, Oleksandr Liatsevych shelters inside a portable steel cage with reinforced windows where he peers into virtual reality glasses and uses a joystick to guide a customised digger a few metres away. The huge machine excavates earth littered with unexploded ordnance and chews it up in a specialized grinder.

The unmanned excavator is one way in which demining groups are clearing vast areas of contaminated land more quickly and safely, in a conflict where automation, drones and artificial intelligence are revolutionising warfare.

"The difference between driving from a cabin and driving a remote joystick is big," said Liatsevych, a 39-year-old former civil servant and farmer from the southern town of Huliaipole, on the front line between Ukrainian and Russian forces.

"As I didn't play many computer games as a child, it was difficult for me at first."   

Traditional Methods Remain Essential

In the woods nearby, deminer Olha Kava wears a protective vest and visor as she crouches to search for a possible anti-personnel mine in the old-fashioned way, by hand.

The former travel agent and mother-of-three applied to work as a deminer after her friends joined the armed forces following Russia's full-scale invasion.

"Of course, there is fear," she said. "It ... motivates you to do your job correctly and responsibly."

(Additional reporting by Gleb Garanich; Editing by Daniel Flynn and Alex Richardson)

Key Takeaways

  • Ukraine is among the most heavily mined countries globally—contamination spans over 132,000–174,000 km², comparable to areas like Greece or Mississippi, threatening civilian safety and agricultural recovery (en.wikipedia.org).
  • HALO Trust, the largest international demining organization, employs over 1,300–1,500 Ukrainians and has cleared tens of thousands of explosive devices and millions of square meters of land since 2022 (halotrust.org).
  • Advanced technology plays a growing role: HALO uses AI to analyze drone and satellite imagery, cutting mapping time from days to hours; Microsoft and AWS support these efforts; Ukrainian teams also develop AI models to detect explosives (halotrust.org).

References

Frequently Asked Questions

Why is Ukraine considered the most heavily mined country in the world?
Years of fighting and occupation have left Ukraine with widespread minefields and unexploded ordnance, making it the most heavily mined country according to HALO Trust.
How is artificial intelligence helping demining in Ukraine?
AI analyzes high-resolution drone imagery to identify mines and explosive remnants, achieving around 70% accuracy and speeding up demining efforts.
What kinds of technology are used in Ukraine's mine clearance?
Demining teams use metal detectors, unmanned excavators, drones, and AI systems to find and clear mines from contaminated areas.
How long will it take to demine Ukraine completely?
Experts estimate that complete demining may take at least ten years, possibly decades, due to the vast contaminated area.
What is the role of the HALO Trust in Ukraine's demining efforts?
HALO Trust, the world's largest mine action organisation, employs 1,350 nationals and leads major demining operations throughout Ukraine.

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