ThoughtSpot pioneers search-driven analytics with its AI-powered platform that interprets natural language questions to generate instant visualizations. The recently introduced Agentic Analytics feature proactively surfaces insights and recommends next-best-actions based on user roles and data patterns. Retail category managers use it for assortment optimization, while supply chain analysts monitor vendor performance through conversational interfaces. ThoughtSpot excels in embedded scenarios, allowing companies to infuse analytics into operational workflows like CRM and ERP systems. Unlike static dashboards, its Liveboard technology keeps visualizations constantly updated with fresh data while maintaining enterprise-grade security models. The platform supports massive-scale deployments across industries like financial services (regulatory reporting) and telecommunications (network performance monitoring).