Canonical solution label for AI systems that classify, extract, resolve, and benchmark technologies, suppliers, products, market signals, technical documents, project filings, announcements, or competitive intelligence. Map when AI/NLP/entity resolution over external or technical sources produces technology, supplier, or market benchmarking intelligence; do not map simple feed ingestion, static market dashboards, or operational sensor fusion.