Odysight.ai makes vision-based sensor systems that monitor safety-critical components in hard-to-reach or harsh environments, enabling predictive maintenance and condition-based monitoring. The core product bundles miniature cameras, an onboard AI/ML processing unit, and cloud analytics software to give maintenance teams real-time visibility into components that cannot be safely inspected during normal operations. The company's argument is that traditional sensors — vibration, temperature, acoustic — only detect failure after it begins, while vision-based sensors catch anomalies earlier, such as a bolt loosening or a bearing deforming before it fails. Odysight.ai's primary vertical is aerospace and defense, with deployments on military rotorcraft including the AH-64 Apache, SH-60 Seahawk, and UH-60 Blackhawk, and customers including the Israeli Air Force, Israeli Ministry of Defense, NASA, Elbit Systems, and Israel Aerospace Industries. The company also has early-stage commercial deployments in transportation and industrial markets, including elevator monitoring and railway monitoring. Odysight.ai currently generates most revenue from hardware kit sales, with each system sale covering sensors, a processing unit, and embedded software. The long-term model targets a recurring SaaS layer — subscriptions for software updates, algorithmic improvements, and fleet analytics — built on top of the growing installed hardware base, though this revenue stream is not yet material. The company sells directly and through OEM partnerships and territorial representatives, and trades on Nasdaq under the ticker "ODYS."