Converseon, founded in 2011 and based in the United States, operates within the software industry, specifically focusing on business intelligence and marketing services. The company specializes in enhancing social and voice of customer intelligence through advanced data science and artificial intelligence technologies. Their published documents emphasize the importance of granular sentiment analysis, which moves beyond traditional document-level assessments to entity and aspect-level evaluations. This approach aims to address significant blind spots in media analysis and market research by capturing detailed customer feedback on specific product features and experiences. Converseon also explores the challenges of unstructured data quality in the AI era, providing insights on improving data reliability and performance metrics. Their technical reports include the introduction of the Converseon Social Favorability Score, which aims to quantify social sentiment effectively. Overall, Converseon's expertise lies in leveraging AI and NLP to refine the analysis of customer sentiments and enhance the quality of insights derived from social data.