Picogrid and Deepnight, two companies based in California, are joining forces to equip military base security systems with AI-powered night-vision enhancements. Their combined capability will be showcased through a $1.7 million demonstration supported by the US Department of Defense, which seeks to validate the effectiveness of budget-friendly cameras in improving nighttime surveillance for critical defense infrastructure. The driving element of this collaboration is Deepnight’s low-light artificial intelligence software. This technology analyzes and reconstructs dim or grainy imagery, producing clearer and more detailed visuals even in environments with almost no ambient light. By significantly amplifying a camera’s sensitivity—by nearly a factor of ten—the software enables standard, low-cost sensors to perform at a much higher level than their hardware alone would allow. The initiative aims to highlight how AI can enhance security readiness without requiring major investments in specialized night-vision equipment. By integrating Deepnight’s software with Picogrid’s sensor platforms, the companies intend to demonstrate a cost-efficient approach to nighttime monitoring, offering the military improved threat detection and situational awareness during dark-hour operations.







