Google Vertex AI for Supply Chain Planning

Planning preparation

Select the option “External Algorithm”

The end-to-end process

HTTP server

Integration with Google Vertex AI

cd to-your-python-project

py -m venv env

.\env\Scripts\activate

pip install –upgrade google-cloud-aiplatform

BigQuery Tables

Vertex AI Models and training

bq://” + project + “.” + dataset_id + “.” + inputTableName

Sample table with Product, location, customer and demand with planning level

Batch prediction on Vertex AI

Predictions results to Planning View

Conclusion

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Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store