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Celedog Res

Celedog Research Institute, founded in October 2018, is committed to exploring the unknown boundaries of management and technology, with the core mission of promoting agile business operations for enterprises. We actively explore fundamental management science and innovative technologies, striving to facilitate the integration of innovative technologies with business management.


Our research has already laid out a series of pioneering areas such as Business Operating Brain Elements (BOBE), Business Agile Management System (Biz-Agile), Estimation-formula Agile Architecture (E-AA), Next-Generation Digital Technology Platform (DWS), and Super Intelligent Entities (Celedog). Through continuous research and innovation, we have achieved a series of significant breakthroughs, which have been applied in the digital transformation practices of large Chinese banks and manufacturing enterprises.


Our goal is to bridge the gap between enterprise management and technological innovation, providing enterprises with more flexible and efficient management solutions. Celedog Research Institute will continue its unremitting efforts, continuously exploring the unknown, and contributing to the development and progress of enterprises.

Service Content

  • Business Operating Brain Elements
    Our focus lies in conducting fundamental research on enterprise management neural elements. Currently, our primary research direction involves exploring the basic building blocks of enterprises, akin to the fundamental elements comprising the universe. These elements form the foundational blocks of enterprises. Breakthroughs have already been achieved in the field of IT management, and these findings are being applied to facilitate the digital transformation of IT domains within finance and manufacturing enterprises.
  • Biz-Agile
    Our focus is on researching enterprise agile management systems, with our current primary direction being towards Composable Enterprises based on operational scenarios. Grounded in agile principles, this system combines the essence and best practices of business management in the commercial domain. It is customer-value-oriented and operationally driven, employing a flexible arrangement approach with capability as the unit of service. This aims to provide enterprises with optimal business management combinations and digital solutions for ever-changing business scenarios, with a commitment to enhancing organizational operational efficiency and innovation capability.
  • Estimation-formula Agile Architecture
    Committed to the research of methods for enterprise digital transformation. This methodology is the successful experience summarized by HuaHui Company in the practice of global leading enterprise digital transformation, emphasizing the combination of agile methods and Estimation-formula thinking, aiming to achieve rapid iteration of digital transformation. Its core philosophy is "based on presumption, guided by agility, and guaranteed by architecture", aiming to provide enterprises with a set of implementable digital transformation plans. The Estimation-formula Agile Architecture(E-AA) divides the digital transformation into the presumption stage, agile stage, and architecture stage, each with clear goals and workflows. This method has made significant breakthroughs and has been applied in the practice of digital transformation of large commercial banks in China.
  • Digital Workplace System
    Committed to the technical research of digital twin enterprises, namely the Digital Workplace System (DWS). DWS aims to construct an enterprise-level integrated operational system that spans isolated services and siloed functions, seamlessly integrates the physical and digital worlds, connects everything online, incorporates intelligent automation, and seamlessly links to the business ecosystem. It provides Living Service and personalized future work scenarios for various entities, offering the ultimate experience. DWS serves as the digital workplace for enterprises and ecosystems. It has been jointly innovated with major commercial banks and manufacturing enterprises in China, and has been successfully applied.
  • Celedog
    Committed to the research of Superintelligent Business Entities, exploring the ultimate forms of enterprise management and product services in the AGI era. The current main research directions include large-model-based generative AI agents, super management consulting assistants, and superintelligent search. These have already been applied to users of SaaS platforms in the manufacturing industry and professional consulting service enterprises.

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