
Medical Information Provider
As 2025 reaches its midpoint, the transformation trends in the medical AI sector have become increasingly clear: the “technology-first” mindset is gradually fading, “pragmatism” has become the mainstream industry orientation, and “whether it effectively addresses users’ real needs” has emerged as the key factor for AI vendors to stand out.
Under this trend,TOPSKY, the leading provider of digital health checkup services, officially launched its AI-powered open health checkup platform on September 16, andAI All-in-One Machine, enabling every health examination institution to access innovative AI features with zero threshold, zero risk, and zero interruption.
TOPSKY has always been guided by the principle of “addressing needs” and has launched a series of innovative AI products. Its self-developed offerings, including AI-powered personalized health checkup package recommendations, AI-assisted chief physician review, AI-driven end-to-end quality control, and AI-based report interpretation, have been online for one monthSuccessfully deployed in the health checkup systems of over 30 public hospitals., thereby validating the value of practical medical AI through tangible outcomes.
“AI + Health Checkups” Emerges as an Industry Hotspot, with Numerous Vendors Strategically Entering the Market and Driving a Diverse Array of Technological Applications.TOPSKY leverages its profound expertise cultivated over three decades in the digital health examination industry, along with practical experience gained from serving more than 5,000 health examination centers across China., targeting the real challenges in the daily operations of health examination centers, making AI a practical tool for improving quality and efficiency, rather than merely a vehicle for technological demonstration.
1Rapidly Launch an AI Health Checkup Product Matrix, Leveraging 80 Million Data Points and a Network of 5,000+ Service Providers
Currently, China’s health examination market is undergoing a dual transformation characterized by market expansion and upgrading demand. “The mismatch between the personalized and precise health examination needs driven by rising public health awareness and the traditional service models, which are relatively lagging in iteration, has become increasingly pronounced.”Li Dianzhao, Co-founder and Chairman of TOPSKYSpeak.
Taking the pre-examination phase as an example, customer demand for “personalized” health checkup plans continues to grow. However, traditional “package-based” models struggle to accurately match individual health risks, and personalized communication remains difficult to achieve due to the shortage of general practitioners. During the examination phase, quality control, year-over-year comparisons, and final report generation assisted by conventional software fail to fully balance quality and efficiency. In the post-examination phase, constrained by medical resources, health management services at checkup centers often remain at the promotional level, with their service value yet to be effectively realized.
As the core players in the health checkup market, health checkup centers urgently need to break through existing service paradigms and achieve a qualitative leap in service quality through technology empowerment and business model innovation, thereby providing society with more efficient, precise, and compassionate medical examination services.
How to Achieve Qualitative Change?TOPSKY offers a practical solution: leveraging AI technology to reconstruct the value chain of physical examination services, thereby driving innovation and development in health checkup and health management businesses.
Plan Before You Act. TOPSKY Rapidly IntegratesNationwide service network, professional technical R&D team, and underlying data resource pool with 80 million structured health examination records, independently developed an AI-powered health checkup product matrix covering pre-examination, intra-examination, and post-examination stages, empowering health checkup centers to improve quality and efficiency while reducing costs.
Prior to examination,TOPSKY's“AI+ Package Recommendation”Based on two interaction modes—“dialogue + questionnaire”—the system delivers personalized health checkup package recommendations without physician intervention. By integrating user demographic profiles, health records, family medical history, and historical checkup data, it automatically generates detailed, personalized screening items. To meet hospital requirements, the system offers three recommendation options for clients to choose from: fully personalized recommendations, “1+X” personalized recommendations, and personalized add-on recommendations, thereby truly achieving scientific, “one-person-one-strategy” health checkup services.
TOPSKY’s “AI + Package Recommendation” features two interaction modes: dialogue and questionnaire.
During the examination phase, TOPSKY achieves a dual breakthrough in the quality and efficiency of health checkup reports through its “AI Intelligent Chief Examiner.”This system functions as a “24/7 digital general practitioner,” intelligently generating standardized, structured diagnostic conclusions and personalized health recommendations based on multi-departmental examination data, thereby significantly enhancing the work quality and efficiency of chief examining physicians. For instance, at the health checkup center of a Grade 3A hospital in Shenzhen, the accuracy rate of reports generated by the “AI Intelligent Chief Examination” system exceeded 99%.
TOPSKY “AI Intelligent Chief Examiner” Operation Page
It is worth noting that,“AI Intelligent Chief Examiner” also embeds two core auxiliary modules, one of which is “Historical Data Comparison”, it can retrieve users' historical health examination records, visually present the annual trends of key indicators, and trigger risk alerts for borderline values and indicators showing an upward trend, thereby assisting physicians in identifying potential health issues at an earlier stage;The second is "whole-process quality control", covering the entire workflow of “order placement–examination–diagnosis–reporting,” reducing human operational errors and system risks at the source, and further enhancing the accuracy of health examination reports.
In the post-examination phase, “AI Report Interpretation” delivers in-depth health services ranging from report analysis to dynamic intervention., supports the interpretation of reports in multiple formats, automatically extracts health highlights and core risks, and generates an at-a-glance health profile; meanwhile, it provides tiered alerts across three levels—critical, high-risk, and attention-needed—and offers specific action recommendations, transforming a one-time physical examination into continuous health stewardship.
In addition to the aforementioned core products,TOPSKY’s additional AI-powered health checkup products are also being rolled out at an accelerated pace.For corporate clients, the “AI Group Checkup Summary” provides a basis for customizing group examination plans and health intervention strategies. “AI Health Management” focuses on lifestyle medicine, integrating in-hospital medical data, home health monitoring data, and wearable device data to automatically generate dynamically adjusted health management plans. This drives the transformation of post-examination services from a singular offering into comprehensive “health management,” advancing into the main arena of lifestyle medicine: the vast blue-ocean market of healthcare services delivered in non-hospital settings.
2“On-Premises + Cloud” Dual-Mode Model for Rapid Deployment of AI Product Portfolios
Li Dianzhao shared that to enhance the practicality of its AI products, TOPSKY has established a highly collaborative communication mechanism with health examination centers. After the AI products were developed, TOPSKY rapidly facilitated their deployment in real-world health examination centers, leveraging frontline operational data to promptly identify pain points and feed insights back into product optimization, ultimately achieving a high degree of alignment between its technological solutions and application scenarios.
At the critical stage of implementing AI products in real-world scenarios, deployment strategy is the core variable determining the realization of technical product efficacy.On September 16, TOPSKY’s AI All-in-One Machine and AI Physical Examination Open Platform were officially launched., employing a dual-deployment strategy of “localized deep customization + cloud-based ecosystem collaboration” to meet the differentiated needs of various health checkup centers.
Local deployment offers inherent advantages in data privacy protection and compliance.TOPSKY AI All-in-One Machine is built on a high-performance server hardware foundation and integrates TOPSKY’s independently developed Woodpecker Health Matrix Large Model—the first vertical large language model tailored for the health checkup industry—along with a comprehensive suite of AI intelligent modules, enabling “out-of-the-box” functionality and “one-click deployment” for AI capability delivery.
Li Dianzhao stated that localized deployment ensures that health examination data remains entirely within the hospital, thereby meeting compliance requirements under laws such as the Personal Information Protection Law and the Data Security Law. Meanwhile, the integrated design of hardware and software significantly lowers the barrier to deployment, enabling health examination centers to rapidly activate AI capabilities without the need to establish a specialized IT team.
Furthermore, cloud deployment demonstrates unique flexibility through its advantages in elastic computing power supply and cross-institutional data collaboration. TOPSKY has launched China’s first open ecosystem for intelligent health checkups, driven by a large language model tailored to the vertical domain—TOPSKY AI Physical Examination Open Platform, powered by the Woodpecker Health Matrix Large Model as its core engine, comprehensively opens AI capability interfaces, toolchains, and data collaboration mechanisms to physical examination institutions, physical examination software vendors, health management service providers, and developers.Empower health examination centers and partners to rapidly build innovative applications, including intelligent chief examiner systems, report interpretation, risk alerts, and chronic disease management.
Based on this, we can analyze TOPSKY's AI layout logic:Built on a foundation of 80 million structured health checkup records to support AI model training, and leveraging a service network covering 5,000 health checkup centers across China, the solution combines localized and cloud-based deployment models to enable AI products to rapidly enter real-world operational settings for validation and iteration.This “data-validation-implementation” closed loop gives its AI products a significant industry advantage in practical applicability.
3AI-Powered Health Checkups: An Ideal Entry Point for Lifestyle Medicine Strategy
It is worth noting that TOPSKY has not stopped at integrating the health checkup ecosystem; instead, it leverages AI-powered health screenings as an entry point to deliver comprehensive, personalized lifestyle medicine solutions tailored to the unique needs of different user groups.
Li Dianzhao shared that as residents’ pursuit of high-quality living continues to rise, lifestyle medicine is gradually becoming a key direction in health management. Unlike traditional medicine, which centers on disease treatment, lifestyle medicine focuses more on lifestyle factors and underlying causes of disease, aiming to address health issues at their root. Health checkups capable of precisely identifying disease risks serve as the critical breakthrough for implementing this medical model.
In his view,AI-powered health examinations lay the foundation for precise screening in lifestyle medicine, but achieving their true implementation requires building a more systematic preventive health management system.This is precisely the core logic behind TOPSKY’s strategic deployment of the “Woodpecker Health Matrix Large Model.” Li Dianzhao revealed that TOPSKY has already achieved preliminary results in the fields of rehabilitation follow-up and chronic disease intervention for the elderly population.
An examination of TOPSKY’s AI implementation path reveals that, in an era where medical AI is increasingly shifting toward pragmatism, the core value of technology lies in “who better understands clinical and user needs.” TOPSKY’s approach of “reconstructing the health checkup service value chain with AI technology” may well become a replicable model for the digital transformation of the health checkup industry. We will continue to closely monitor what surprises TOPSKY will bring to the industry in the future.