As artificial intelligence transitions from merely "providing answers" to "executing tasks," enterprises require more than just models—they need comprehensive AI deployment that integrates applications, data, and workflows. At the Merit Interactive AIG launch event, CAIO Dong Lin showcased the new capabilities, applications, products, and business models of the Gezhi Smart Workstation, highlighting how the platform empowers government and enterprise clients to leverage AI securely for solving genuine problems with tangible results.

The upgraded workstation not only refines core office applications but also introduces Tongren Programming, Tongren Advisor, Tong Manager, and DeepSeek Harness, establishing a complete pathway from out-of-the-box usage, application creation, and secure operations to collaborative delivery. This comprehensive approach ensures that clients can safely and reliably deploy AI to address their most pressing challenges, transforming theoretical AI potential into practical business outcomes.

Private Data, Proprietary Models, and Streaming Without Retention

Recognizing the real-world concerns of government agencies and enterprises that hesitate to adopt AI due to security and usability fears, Merit Interactive Co.,Ltd. (300766) has developed a fully integrated enterprise-grade AI solution—the Gezhi Smart Workstation. Built on an innovative "cloud-edge-device-library" collaborative architecture, this platform strikes a delicate balance between model performance, operational efficiency, and data security. Enterprises can leverage the general capabilities of cloud-based large models while simultaneously utilizing local small models and private knowledge bases to process internal data, ensuring complete data privacy, proprietary model ownership, and streaming without retention.

In an era of rising computational costs, this hybrid cloud configuration allows organizations to maintain robust AI intelligence without compromising data sovereignty. This architectural foundation represents a critical milestone in bringing AI into authentic organizational settings, providing the security and flexibility that modern enterprises demand for their digital transformation initiatives.

Ready-to-Use Applications for Seamless Daily Operations

Building upon this robust infrastructure, the workstation transforms AI into a suite of ready-to-use applications, particularly focused on high-frequency office scenarios encountered by government and enterprise users. The writing assistant has undergone a comprehensive upgrade to Xiaozhi AI, dramatically improving the quality and efficiency of document revision, enabling rapid completion of lengthy professional documents such as work reports, construction proposals, and white papers.

The meeting minutes feature now delivers high-precision voiceprint recognition and visual management, making it particularly suitable for symposiums, review sessions, and collaborative meetings. The intelligent Q&A system has evolved from providing accurate multi-source data responses to extended capabilities including report generation, PowerPoint creation, and spreadsheet data analysis, helping users advance from "researching information" to "completing tasks."

All documents, knowledge assets, and outputs generated through these high-frequency office applications can be consolidated through knowledge management and station files, forming collaborative, reusable, and iteratively improving organizational assets. Additionally, the workstation offers three specialized research suites—deep research, deep editing, and deep learning—tailored for universities and research institutions, enabling academic communities to learn and achieve more effectively.

Furthermore, the Gezhi Smart Workstation has expanded its application marketplace to include industry-specific solutions such as intelligent marketing, intelligent operations, intelligent recruitment, and contract assistance. DeepSeek Harness has also been launched promptly, and users are invited to experience this top-tier AI productivity tool at gai.cn.

Deep Business Integration for Authentic Problem Solving

Enterprise requirements often extend beyond template-based applications, demanding deeper utilization of private data within real business contexts to achieve genuine AI implementation. The newly launched Tongren Programming addresses this need with its zero-code, low-barrier approach, empowering business experts to effortlessly create applications while maintaining enterprise-grade delivery through four key boundaries: projects, credentials, code, and identity. Tong Manager focuses on security inspection, local deployment, and key management, ensuring applications progress from "creation" to "trustworthy usage," achieving usability, manageability, and controllability.

Through the combination of Tongren Programming and Tong Manager, organizations can safely and efficiently deploy custom applications created for specific business needs onto the Gezhi Smart Workstation, achieving operational efficiency and practical implementation. For instance, in sales management, sales directors can connect CRM opportunity data with meeting minutes to build comprehensive sales workstations featuring opportunity tracking alerts and team analytics. In operations management, operational leaders can leverage process documentation to bridge data and execution, establishing operational work order systems covering delivery, maintenance, and training.

Whether addressing urban governance, park management, sales operations, supply chain optimization, or knowledge collaboration, AI no longer remains at the "search and find" stage but advances to "practical use and reliable delivery," creating measurable value across diverse business scenarios.

Collaborative Delivery Transforming Business Requirements into Operational Systems

To achieve true AI integration within organizations, professional teams must collaborate with enterprises to deepen applications and optimize data utilization. Merit Interactive Co.,Ltd. (300766) has developed the CCE+DVD collaborative training and delivery model based on its digital intelligence capabilities: CCE (AI Co-creation Engineers) transform business problems into operational applications, while DVD (Data Value Developers) connect enterprise private data sources including ERP, CRM, SCM, and OA systems, unlocking the full value of data assets.

In a notable case involving a technology park management committee, the complexity of investment projects and ongoing construction phases with dense milestones exceeded the capabilities of standard software solutions. Through continuous feedback and iteration between CCE engineers and the committee, the project management and task supervision system was delivered within two weeks—a remarkable improvement that compressed what typically required three to five people over three to five months into just two people completing the work in two weeks. The applications and data connectors were also deposited within the workstation, creating a sustainable data flywheel effect.

From out-of-the-box functionality to industry capability accumulation, from private data connectivity to authentic process delivery, and from CCE+DVD collaborative development to AI application implementation, the Gezhi Smart Workstation is establishing itself as the unified AI entry point and data intelligence hub for enterprises.

Team Edition Launch with Enhanced Security and Localized Deployment

Addressing the growing demands for higher data security and localized infrastructure requirements, the Gezhi Smart Workstation has introduced the new Team Edition T2, complementing the existing Unit, Xinchuang, and Personal editions. In partnership with Superfusion, Merit Interactive Co.,Ltd. (300766) has deployed a 35B large model alongside specialized small models for vectorization, OCR, and speech recognition entirely on local infrastructure, powered by 1P robust computing capabilities.

This local deployment supports on-premises inference, data processing, knowledge base management, deep Q&A functionality, and team sharing capabilities, making it particularly well-suited for high-sensitivity industry sectors including state-owned enterprises, central enterprises, and financial institutions. The Team Edition T2 is now available for pre-order, with an introductory price of 78,000 RMB for orders placed before September 30, 2026, offering secure, practical, and accessible advanced AI capabilities at an exceptional value.