Software as a service (SAAS) services featuring software using artificial intelligence (AI) for analyzing and extracting narrative intelligence from text-based content, including news articles, financial documents, earnings call transcripts, social media, regulatory filings, and other written sources, for use in media monitoring, market research, and business intelligence