Established in 2020, Annotation AI is a South Korean-based AI utility management platform service company that provides high accuracy data labeling automation to maximize work efficiency related to AI data preprocessing.

Annotation AI is due to release an AI all-cycle management platform called 'MLWiz’ in 2022.


With the upcoming release of their AI all-cycle management platform, some of the challenges pertaining to it that have arisen include:

  • Difficulty managing server virtualization for multiple application servers. 
  • The navigation of version-specific management and deployment of frequently updated applications 
  • Implementing backup and storage equipment integration for virtualized VM 
  • The need for consolidated backups of different data per server 
  • Continually increasing server nodes enable inter-system integration and flexibility 
  • The subsequent cost of maintaining complex and diverse IT resources 

Needs Assessment

To resolve these issues, Annotation AI must find an all-in-one, cost-effective solution that will:

  • Provide and centralize the management of networks, storage, and security
  • Provide security, data protection, backup, and disaster recovery measures
  • Manage network QoS and control of internal users through Internet Access Gateway
  • Ensure constant updates of backups and applications as is necessary
  • Provide immediate response to expansion and scalability as needed without disruption


Sangfor HCI converges compute, storage, networking, and security on a single software stack providing a one-stop Software-Defined Data Center solution that is extremely simplified in architecture, ultimately reliable for business-critical applications, and dramatically easy to use in management. Sangfor HCI provides built-in scalability and agility, as well as readily available technical & software support and hardware maintenance.

AI Application Server Virtualization Integrated Operations Management

About Sangfor Technologies

Sangfor Technologies is an APAC-based, global leading vendor of IT infrastructure and security solutions specializing in Network Security and Cloud Computing. Visit us at to learn more about how Sangfor's Cloud and Security solutions can make your digital transformation simpler & secure.

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