Excellent overview of the deepfake AI market, Payal. One important angle is the rapid growth of deepfake detection and compliance solutions, which are becoming just as critical as content creation itself. For example, UncovAI, a French startup founded in 2024, is pioneering detection tools that use mathematical models rather than energy-intensive deep learning to identify AI-generated text, images, and even audio deepfakes with about 95% accuracy. Their solutions are already being applied in fraud prevention, HR screening, education, and corporate compliance, showing how detection technology is evolving into a parallel market to ensure trust, security, and regulatory alignment as deepfake adoption expands worldwide.