Software as a service (SaaS) featuring artificial intelligence for searching, matching, analyzing, and recommending products based on buyer demand and supplier inventory; providing non-downloadable software for ingesting, aggregating, and analyzing third-party commercial data to support product sourcing, inventory optimization, deal discovery, and business analytics; artificial intelligence and machine learning services for facilitating product matching, demand forecasting, and marketplace decision support