Latin American organizations are struggling to scale artificial intelligence pilots due to insufficient observability tools and monitoring capabilities, according to reporting from Mexico Business News. The lack of visibility into AI system performance and behavior is preventing these projects from progressing beyond initial testing phases to broader deployment across the region.