Core Viewpoint - DeepYuan Intelligent has officially submitted its prospectus to the Hong Kong Stock Exchange, aiming to capitalize on the AI agent market by leveraging its AI-enabled decision-making technology [1][3] Group 1: Market Position and Strategy - The company is focusing on the "scenario-based AI agent" development, launching products like Deep Agent for advertising and customer service, which aligns with industry needs for AI-enabled decision systems [3] - The Chinese decision AI application market is projected to reach 34.5 billion yuan in 2024, with DeepYuan's marketing and sales decision AI platform accounting for 58.8% of this market, and a CAGR of 36.2% from 2024 to 2029 [3][4] Group 2: Product Offerings and Performance - DeepYuan's core products include AlphaDesk, which enhances ad click-through rates by over 40%, and AlphaData, which improves customer retention rates by 32% through comprehensive lifecycle management [4] - The Deep Agent product integrates the DeepSeek model with industry expertise, serving major clients across five key industries, and has achieved a market share of 2.6%, leading the sector by 1.8 percentage points [3][4] Group 3: Research and Development - The company has established AI laboratories in cities like Beijing and Shanghai, with R&D investment exceeding 25% for three consecutive years [4] - The AI marketing solutions have been implemented in over 200 enterprises, processing more than 1 billion decision requests daily [4]