Despite advancements, several challenges remain. One major challenge is the scalability of anti-fouling solutions. While laboratory results are promising, scaling up these technologies for commercial use is complex. Another challenge is the potential toxicity of anti-fouling agents, which could pose risks to human health and the environment.