General Atomics

Zelim’s ZOE becomes world’s first fully certified MOB system

Edinburgh headquartered maritime safety and security specialist Zelim, today announced that its AI-enabled ZOE man-overboard detection (MOB) system has received official ISO 21195:2020 certification from independent classification body Lloyd’s Register, following successful completion of testing.



Image courtesy Zelim

This follows extensive sea trials on board the Ambition vessel, managed by Ambassador Cruise Line – the first time the ISO testing has been completed on a cruise vessel.

The performance of ZOE was monitored whilst the cruise ship was underway for a continuous period of 90 days, during which the ZOE system achieved a 97% detection rate during simulated man overboard tests, exceeding the ISO’s minimum requirement. 

The standard that ZOE has met – ISO 21195 – is a globally-recognised benchmark, developed in collaboration between the cruise industry, the US Coast Guard and technology providers, which sets out the minimum required performance for automatic man-overboard detection systems used on passenger ships.

Whilst child detection is not a requirement as part of the ISO assessment, ZOE’s certification has made it the first MOB detection system capable of detecting both adults and children using ISO 21195.

The certification of ZOE is expected to have a significant impact on the cruise industry and the maritime sector more widely, offering a reliable, proven solution to meet requirements outlined in The Cruise Vessel Security and Safety Act of 2010 (CVSSA). 

Developed by Zelim, ZOE MOB harnesses advanced computer vision and video analytics to deliver 360-degree surveillance for vessel crew. The system is trained on a proprietary maritime dataset of over 9.5 million annotated objects and is designed to detect man-overboard incidents instantaneously.

This ISO award reflects Zelim’s ongoing mission to make unmanned search and rescue the industry standard. Having completed all three phases of ISO 21195 testing, the company will now focus efforts on securing widespread global uptake of the ZOE technology, both in the global cruise sector and in other industries such as defence. 



Sam Mayall, Zelim’s Founder and CEO said: “Following years of meticulous development and fine-tuning, being officially certified by Lloyd’s Register is a landmark moment for our ZOE technology, placing Zelim at the forefront of man-overboard detection. 

“The 90-day testing window spanned the winter months, where our technology was exposed to challenging weather conditions and sea states. Despite this, our false alarm rate was considerably lower than the ISO minimum requirement, reinforcing ZOE as a system operators can trust and rely on – with both its detection accuracy and low false alarm rate. 

“Being deployed on the Ambition vessel makes ZOE the first MOB system permanently installed on a cruise ship that is certified to ISO 21195 by Lloyd’s Register, paving the way for worldwide adoption across the cruise industry – and beyond.”

Mike Collier, Zelim’s Sales Director said: “Cruise lines have been waiting for the availability of a certified system for a long time and having the credibility of ZOE validated by Lloyd’s Register positions it as a pioneering and valuable solution to the industry’s long-standing challenge.

“With ZOE demonstrating less than one false alarm per day in field tests, it goes over and above the requirements outlined in the ISO, offering next-generation technology that has the potential to make a step-change in maritime safety.”

Claudene Sharp-Patel, Global Technical Director at Lloyd’s Register, said: “Lloyd’s Register is pleased to give ISO 21195 certification to Zelim for its man-overboard detection system, demonstrating it has been independently assessed against a rigorous global standard. Lloyd’s Register is first and foremost a safety organisation and so this work sits at the heart of our purpose to provide assurance to the maritime industry and support safe operations.”

Related

Southend Airport appoints Sharmeen Divan as Interim CEO
Sharmeen Divan
Southend Airport appoints Sharmeen Divan as Interim CEO
As London Southend progresses in the next phase of its growth, the UK’s fastest growing airport has appointed Sharmeen Divan as its Interim CEO.
Aerospace

7 Oct 2026

Open Cosmos plans 192-satellite ConnectedCosmos LEO constellation by 2030
Open Cosmos will build a core constellation of 192 low Earth orbit satellites by 2030
Open Cosmos plans 192-satellite ConnectedCosmos LEO constellation by 2030
Open Cosmos will build a core network of 192 ConnectedCosmos satellites by 2030, as it expands its secure low Earth orbit (LEO) communications network following a €300 million funding round.
British Army trials tactical drone warfare skills in first “Drone Wars” competition
Tpr Harvey Chilman, Queen's Royal Hussars, flew his FPV drone to strike an enemy position during 'Drone Wars' competition. Image: MOD Crown Copyright/British Army
British Army trials tactical drone warfare skills in first “Drone Wars” competition
Held at Sandhurst, the competition showcased how drones are being integrated into reconnaissance, targeting and support roles as the Army adapts to emerging battlefield technologies.
Aerospace Defence

6 Oct 2026

Industry urged to back 30% growth in UK Cadet Forces by 2035
Defence Talks podcast - cadet week episode
Industry urged to back 30% growth in UK Cadet Forces by 2035
The ambition to add 40,000 more cadets over the next decade will require new volunteers, modern facilities, digital tools and stronger employer partnerships.
Defence

7 Oct 2026

Inside Strike Warrior 26: British Commandos launch from German submarine off Scotland
British Commandos from 148 Battery prepare to board a German submarine during SW26 on 29 September 2026. Image: MOD Crown Copyright/LPhot Hutchins
Inside Strike Warrior 26: British Commandos launch from German submarine off Scotland
British Commandos have deployed from a German Navy submarine during Exercise Strike Warrior 2026, testing NATO’s ability to deliver integrated effects from sea to shore.
Defence

7 Oct 2026

SubSea Craft appoints Chris White as Managing Director of SubSea Craft Australia
SubSea Craft Australia's facility
SubSea Craft appoints Chris White as Managing Director of SubSea Craft Australia
In a move set to strengthen its Australian presence and its capability to support programmes such as AUKUS, SubSea Craft has appointed Chris White as Managing Director of SubSea Craft Australia.
Defence Member News

7 Oct 2026

Excelerate Technology to build UK CNI robotic security solution
Satellite in Earth orbit
Excelerate Technology to build UK CNI robotic security solution
In a project co-funded by the European Space Agency Business Applications and Space Solutions (ESA BASS) and supported by the UK Space Agency, Excelerate Technology will build and demonstrate how space-enabled assets can provide innovative safety and security solutions, including protection of Critical National Infrastructure (CNI) at a site in the UK.
World Space Week: How British technology will help ESA return to the Moon
ESA Argonaut
World Space Week: How British technology will help ESA return to the Moon
As Europe prepares to return to the Moon, British-developed LEIA LiDAR technology will help ESA's Argonaut lander autonomously identify safe touchdown zones on the lunar surface.
Space

5 Oct 2026

Airbus delivers first next-generation satellites for OneWeb constellation
OneWeb satellites in transport container at Airbus
Airbus delivers first next-generation satellites for OneWeb constellation
A new generation of OneWeb spacecraft is heading for launch, helping Eutelsat sustain and expand its low Earth orbit connectivity network for governments, businesses and institutions worldwide.
Member News Space

5 Oct 2026

London Fire Brigade Cadets gain practical skills at firefighting weekend
Capita Fire Service College, Moreton-in-Marsh, firefighting weekend.
London Fire Brigade Cadets gain practical skills at firefighting weekend
Continuing its longstanding support for London Fire Brigade’s Fire Cadets, Securitas UK has given 16 young people practical training at its ninth annual firefighting weekend, held at the Capita Fire Service College in Moreton-in-Marsh.
Member News Security

7 Oct 2026

Cyacomb launches counter-terrorism platform to identify terrorist content on digital devices
Digital security.
Cyacomb launches counter-terrorism platform to identify terrorist content on digital devices
A new counter-terrorism capability developed by Edinburgh-based Cyacomb can help investigators rapidly identify known terrorist material on digital devices, as online radicalisation creates new challenges for law enforcement services.
Member News Security

7 Oct 2026

RAF Barnham future uncertain as police seek to retain training facility
RAF Barnham
RAF Barnham future uncertain as police seek to retain training facility
Norfolk and Suffolk Police are fighting to retain former RAF Barnham after the government marked the MoD-owned site to accommodate asylum seekers.
Defence Security

7 Oct 2026