Investment Rating - The report assigns a "Buy" rating for the company, marking its first coverage [1]. Core Viewpoints - The company is positioned as a rare asset in the AI for Science sector, aiming to disrupt traditional R&D paradigms and unlock significant market potential [1][14]. - The company has achieved a revenue milestone that qualifies it as a commercial entity under Hong Kong Stock Exchange rules, with a notable reduction in net losses [8][14]. - The integration of dry and wet lab experiments creates a data barrier that strengthens the company's competitive moat [8][14]. - The company is making progress in its collaborative drug pipeline and expanding its client base in new materials and other sectors [8][14]. - Short-term growth is driven by policy incentives, while long-term growth is supported by customer retention and successful project incubation [8][14]. Summary by Sections 1. AI for Science as a Rare Asset - The company, founded in 2015, leverages quantum physics and AI to provide innovative R&D solutions across pharmaceuticals and materials science [14]. - The founding team consists of MIT-trained scientists, enhancing the company's R&D capabilities [8][14]. - The company has raised approximately $732 million from global investors, establishing itself as a leader in AI-enabled drug discovery [17][19]. 2. AI Solutions and Automation Industry - The AI solutions market is expected to grow significantly, particularly in healthcare and materials science [26][30]. - The global automation market is rapidly expanding, with laboratory automation penetration projected to increase from 3.7% in 2022 to 23.2% by 2030 [27][30]. - The convergence of data growth, labor cost increases, and technological integration is driving the growth of AI solutions and automation [34]. 3. Revenue and Profitability Forecast - The company forecasts revenues of RMB 4.26 billion, RMB 6.83 billion, and RMB 10.95 billion for 2025, 2026, and 2027, respectively, with a projected return to profitability by 2027 [1][8]. - The adjusted net loss is expected to narrow significantly over the forecast period, indicating improving financial health [1][8]. 4. Market Trends and Opportunities - The AI drug discovery market is anticipated to grow from RMB 2.76 billion in 2022 to RMB 67.7 billion by 2025, driven by advancements in technology and increased collaboration [41][42]. - The solid-state R&D services market is projected to grow at a CAGR of 27.7%, reaching $20.9 billion by 2030 [52].