What type of study is this?

This is a Systematic Review study.

AI-Assisted Data Modelling & Design: A Systematic Literature Review

View Full Paper

Ask AI

Bookmark

Authors

Systematic review explores AI’s role in data modelling validation and integration of human-in-the-loop workflows for performance improvement.

AI supports data modelling validation through human-in-the-loop workflows, enhancing overall model quality for enterprises.
Findings indicate that effective data modelling strategies rely on feedback loops and optimisation techniques, ensuring better governance.
A systematic review identified how human-in-the-loop mechanisms influence planning, building, and managing data models in enterprises.
The study highlights the necessity of thorough performance indicators to evaluate AI's impact on data modelling processes.

Ota Novotný (2025) studied this question.

View Full Paper

Ask AI

Bookmark

View Full Paper

Ask AI

Bookmark

Authors

Systematic review explores AI’s role in data modelling validation and integration of human-in-the-loop workflows for performance improvement.

AI supports data modelling validation through human-in-the-loop workflows, enhancing overall model quality for enterprises.
Findings indicate that effective data modelling strategies rely on feedback loops and optimisation techniques, ensuring better governance.
A systematic review identified how human-in-the-loop mechanisms influence planning, building, and managing data models in enterprises.
The study highlights the necessity of thorough performance indicators to evaluate AI's impact on data modelling processes.

Ota Novotný (2025) studied this question.

View Full Paper

Ask AI

Bookmark