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Data Anvil overview ​

Klarity Craft AI Data Anvil is a product dedicated to manage the data needed to produce dataset needed by your AI Models, as well as to generate contextual analysis of this model performance.

Klarity Craft AI Data Anvil value is to provide functions for the management of the different datasets in the lifecycle of an AI component.

Klarity Craft AI Data Anvil allow the creation of qualitative dataset for the development of ML Model. ML Model development requires different types of dataset : training, test, validation, ... with specfic requirements regarding the use-case. DebiaiAAS enable the user to create the dataset he needs while taking into account his specificities.

TODO : review of these multiple definition, to provide a paragraph associate to V1.0 availability

In this page we will describe the following :

  • User activities targeted by Data Anvil
  • The targetted users implicated in these activities

High Level Activity Diagram ​

KCAI_DataAnvil_HighLevel

Mermaid Code

Users types ​

We identify different types of users :

  • Data Engineer : or any AI engineer or tech working on data to build dataset mostly for AI/ML
  • Expert : Is not a direct user but might be called upon during the process