Core Insights - The integration of general AI models into various industries is establishing a foundational technology for digital applications, but challenges in "scene adaptability" are emerging in specialized fields like financial and tax management [1] - The emergence of vertical AI models signifies a shift from "general cognition" to "professional understanding," with a focus on enhancing the execution of business processes [1] - Over 70% of enterprises are prioritizing the development of vertical intelligent agents, indicating a consensus on the need for in-depth scene-specific technology [1] Industry Dynamics - The financial and tax sectors are seen as a testing ground for AI's vertical capabilities due to their complex regulatory and data environments [2] - A dual-track strategy combining "general capability foundation + vertical fine-tuning" is becoming mainstream, enhancing AI's execution precision in specialized scenarios [2] - The approach taken by companies like Weifengqi, which focuses on integrating policy, business, and data, exemplifies the practical application of vertical intelligent agents in the financial sector [2][3] Technological Innovations - Weifengqi's financial and tax vertical intelligent agent utilizes a self-developed vertical model that combines general capabilities with scene-specific fine-tuning, improving adaptability to complex business scenarios [3] - The shift in technology competition from "computational power" to "scene cultivation" is redefining the boundaries of professional services in the financial and tax sectors [3][4] - The transformation towards AI-driven services is expected to lead to three major trends: intelligent and precise policy analysis, proactive risk prevention, and scenario-based decision support [3] Future Outlook - The rise of financial and tax vertical intelligent agents marks a new phase in industry digitalization, focusing on "value creation" [4] - Companies like Weifengqi are paving a differentiated path for professional services through the integration of general technology and vertical scene innovation [4] - As more similar practices emerge, vertical intelligent agents may redefine industry competition rules, positioning AI as a core driver of professional service upgrades [4]