Core Viewpoint - The article discusses the emergence of AI-driven opportunities in the new materials sector, highlighting the establishment of a joint laboratory aimed at leveraging AI for material research and development [4][21]. Company Overview - Fabarta, founded in 2021, positions itself as a next-generation intelligent platform driven by knowledge engines and large models, aiming to assist enterprises in achieving intelligent upgrades and decision-making in complex scenarios [6]. - The company has completed several rounds of financing, including hundreds of millions in angel and Pre-A rounds, with significant participation from notable venture capital firms [7]. Product Features - Fabarta's knowledge engine supports multi-modal data, transforming vast amounts of enterprise data into a format understandable by large models [10]. - The platform enables intelligent data weaving, allowing businesses to integrate their rich data into the knowledge engine with minimal manual intervention [11]. - The company focuses on integrating symbolic logic reasoning into its products to address common issues in large models, such as hallucinations and poor interpretability [12]. Industry Focus - Fabarta collaborates with industry leaders in sectors like chemicals, agriculture, and advanced manufacturing to gather comprehensive industry data [14]. - The company has developed an AI-driven customs declaration system that significantly reduces costs and enhances efficiency in cross-border trade [15]. High-Value Scenarios - The company defines high-value scenarios as those that are frequently used, cost-effective, and capable of delivering long-term value, particularly in the new materials sector [17][19]. - The AI + new materials project aims to accelerate research and development in this critical area, which is seen as a competitive frontier for nations [21]. Revenue and Growth - Fabarta achieved several tens of millions in revenue last year, with expectations to double this figure in the current year, driven by an increasing number of chain enterprise clients [28]. - The company anticipates that revenue from chain enterprises will rise from 60% last year to 70-80% this year, with plans to diversify revenue sources in the future [31]. Research and Development - Approximately 80% of the company's resources are allocated to research and development, with expectations to maintain a high level of investment in the future [33][34]. - The company aims to achieve breakeven in business operations by next year, contingent on the emergence of new opportunities [38]. Future Plans - Fabarta is exploring various paths for financing and potential IPO, focusing on partnerships that can provide resource synergies [39][40]. - The company aspires to become a leading technology firm in China, combining the strengths of IBM and Microsoft to serve local enterprise clients effectively [41][42].