工业 AI 的胜负手：海智在线如何打开供应链黑箱

Core Insights - The AI industry continues to thrive, with OpenAI's ChatGPT reaching approximately 700 million weekly active users and Google's Gemini App exceeding 650 million monthly users, indicating a robust growth in user engagement [1] - In 2024, global private investment in generative AI reached $33.9 billion, with one-third of global venture capital directed towards AI startups, highlighting the significant financial interest in the sector [1] - The increasing consensus is that data is more challenging to replicate than models, and acquiring real-world application experience is even more difficult, emphasizing the importance of practical implementation in industrial settings [1] Industry Competition - The seventh Industrial Internet Competition showcased projects primarily from state-owned enterprises and research institutions, focusing on core industrial areas such as coal equipment warning systems and oil and gas pipeline monitoring [1] - The award-winning project from HaiZhi Online, an intelligent quoting system for non-standard parts, was recognized for addressing the long-standing issue of supply chain opacity [2][3] Supply Chain Challenges - The concept of a "black box" in supply chains is prevalent, where communication barriers lead to significant information loss, complicating decision-making processes [3] - Quoting processes are often superficial and heavily reliant on experience rather than structured data, resulting in inefficiencies and potential quality issues [5][6] Technological Solutions - HaiZhi Online's intelligent quoting tool aims to extract key factors influencing pricing from the black box, transforming them into explainable and traceable digital assets [4][11] - The tool's development is based on ten years of data accumulation, allowing for a more transparent and collaborative quoting process [4][12] Future Directions - The company plans to further develop its digital supply chain network, enhancing the efficiency and reliability of Chinese manufacturing capabilities on a global scale [15] - The integration of AI into real business processes is seen as a critical differentiator for industrial applications, moving beyond mere automation to creating value through data-driven decision-making [14]