Compressed sensing is a signal processing technique that enables the reconstruction of high-dimensional signals from a limited number of measurements, challenging traditional sampling methods. By leveraging compressed sensing, startups in the tech industry can develop innovative solutions for applications such as image and video processing, medical imaging, and data compression, allowing for faster and more efficient data acquisition and processing.