Roam Network is developing a real-time network connectivity map to address the unpredictable network conditions that hinder the operation of artificial intelligence and automation systems in real-world environments. The platform provides real-time insights into network reliability by crowdsourcing data from smartphones and connected devices, helping machines plan routes and avoid weak signal areas. The project also incentivizes data contributors with tokens, aiming to improve decision-making for telecom operators and edge AI systems, which are expected to grow into a multi-billion dollar market.