Sou Hu Cai Jing·2025-08-09 17:36Core Insights - A recent white paper discusses the application of large model technology in the smart inspection sector by 2025, analyzing the current state of the industry and providing guidance on business model innovation, application design optimization, and cost reduction strategies [1] Industry Overview - The smart inspection industry is transitioning from basic competition to advanced competition, with a shift in focus from technical capabilities to understanding customer needs and providing personalized services [1] - Major players like Xiaomi and Yingshi dominate the market, with a trend towards concentration among the top three companies, all of which are investing in the "AI+" sector to maintain a competitive edge [1] Business Model Innovations - The "large model + inspection" approach has emerged as a new growth point, with leading companies enhancing their offerings through value-added services and upgraded membership services, significantly increasing conversion and membership payment rates [2] - Three popular business models include: 1. Membership service upgrades that integrate AI features, resulting in an increase in membership payment rates from 3% to nearly 10% [2] 2. Independent AI value-added services with a high conversion rate of 20% after a one-month free trial [2] 3. Super membership ecosystems that provide comprehensive service experiences [2] Application Design - The white paper details the practical applications of large models in security and enterprise inspections, highlighting features like intelligent video summarization and AI search capabilities that enhance inspection efficiency [2] - Emphasis is placed on safety and compliance, with large models capable of multi-dimensional detection to ensure compliance in areas such as material storage and environmental hygiene [2] Cost Reduction Strategies - The white paper proposes several cost-reduction strategies, including the use of hybrid frame extraction for video processing and various pixel compression methods [3] - Strategies like outputting only necessary fields with VLM and using LLM for other field extraction further optimize processing consumption and reduce overall costs [3] Future Outlook - The continuous advancement of technology and market maturity is expected to provide broader development prospects for the smart inspection industry, with large model technology driving ongoing innovation and delivering more intelligent and efficient inspection services [7]