[Data] Industrial Data Ops × Generative AI Utilization Report
We will introduce the definitions of Industrial DataOps and GenAIOps, as well as the structural challenges in their implementation!
This document is a research and analysis report summarizing the utilization of Industrial DataOps and generative AI for promoting DX in the manufacturing industry. With the practical application of generative AI, the use of data in manufacturing sites is shifting from traditional "visualization" to a new phase of "dialogue and autonomy" through natural language. Many projects are facing the barriers of Proof of Concept (PoC) due to "context loss" and "siloing" of reference data. We define Industrial DataOps as the technological foundation to solve these challenges and explain the importance of Industrial DataOps along with specific approaches that include collaboration with generative AI. [Contents (partial)] ■ Definition and common language of Industrial DataOps ■ Structural challenges in Industrial DataOps × generative AI ■ Three core processes of Industrial DataOps and surrounding tools ■ Governance (defense) in the operational phase ■ Specific utilization scenarios of Industrial DataOps × generative AI *For more details, please download the PDF or feel free to contact us.
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Members Data Adventure Company is a company that provides on-site professional services in the data domain. As an on-site data engineering partner, we create organizations that operate with data. We offer services such as formulating data utilization strategies, building and operating data utilization infrastructure, and improving data utilization levels. We handle everything from strategy formulation and policy development to collaboration, accumulation, processing, visualization, analysis, and utilization.
