The challenge
The client wanted to use generative AI to support its technology management and innovation activities.
Manufacturing • Azure AI
Generative AI
Generative AI for Technology and Innovation Management
Implemented a generative AI solution on Azure to support technology management and innovation processes for an industry organisation.
Ref: DMSFT104902
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The approach
Kumulus prepared and integrated data sources with Microsoft Fabric, applied Azure OpenAI and machine learning on Azure, and put access controls and response validation in place.
The outcome
Provided a governed foundation for analysing data and supporting innovation decisions through a three-phase AI solution for technology and innovation management. It combines data ingestion into Microsoft Fabric OneLake, data cleaning, an interactive Azure OpenAI experience and trained, validated Azure Machine Learning models.
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