Singapore police test smart training tools to simulate live-firing, provide instant feedback
The Singapore Police Force says the new technology-based tools allow officers to train safely and flexibly, without depending on live ammunition, and reduce reliance on fixed schedules.
A police officer testing out a pistol with a sensor mounted on it to track barrel movements and provide real-time feedback, on Dec 16, 2025. This is one of the new technology training aids trialled by the Singapore Police Force to improve officers' marksmanship. (Photo: CNA/Natasha Ganesan)
This audio is generated by an AI tool.
SINGAPORE: The Singapore Police Force (SPF) is testing training technologies that simulate live-fire conditions and provide instant feedback to improve officers' marksmanship.
The dry-fire training, which uses no live ammunition, is intended to complement traditional live-fire sessions, SPF said in a media release on Tuesday (Dec 16).
Conventional firearm training, which officers undergo regularly each year, requires purpose-built ranges and appropriate safety measures for officers to maintain precision, confidence and be operationally ready.
With this technology, officers can practise in a safe and controlled environment while reducing reliance on physical ranges, fixed schedules and trainer availability.
It picks up subtle cues, such as trigger-finger placement and breathing, which can affect accuracy but may be hard to spot with the naked eye, allowing trainers to better assess and correct trainees.
This supports decentralised and self-directed learning, said SPF.
The flexibility allows officers to take charge of their marksmanship development, while freeing up trainers to focus on more advanced training and learning, making the overall training more efficient and effective.
As the training aids are still being trialled, SPF said it will consider rolling them out progressively if they prove useful.
SENSORS AND LASERS
One tool being explored to improve shooting performance is a sensor system mounted on a pistol to track barrel movement before, during and after each shot.
Paired with a mobile app, the system analyses shooting mechanics and gives real-time feedback on trigger pull, grip, recoil anticipation and stance - functioning like a "personal digital coach".
This helps officers build consistency and accuracy during dry-fire practice, which translates into better accuracy during real-life scenarios, said the police.
Another tool is a dry-fire training platform that uses laser cartridges and optical sensors to mimic live-fire conditions.
Officers can practise drawing, aiming and firing at simulated targets, with instant scores displayed on the accompanying mobile app. Cartridges of different calibres can be used across various firearms.
SPF said this system improves speed, accuracy under pressure and smooth transitions between multiple targets - all without the need for live ammunition.
"This increases the realism and effectiveness of dry-fire practice," the police added.
These tools are meant to complement the police's existing firearms curriculum, which includes classroom lessons, scenario-based training and annual recertifications.
"By leveraging technology, SPF ensures its officers remain proficient and prepared to respond decisively to threats."
