Zansa › Answers › Forecasting and data science
Where do Zansa's machine-learning models run and who controls them?
Zansa's machine-learning models run inside the client's own cloud account, usually Google BigQuery. Data does not need to be copied to Zansa's systems for modelling, and the client keeps control of storage, access and costs while Zansa works remotely on the build.
Running models in the client's environment supports privacy and governance. Access can be limited to what the work requires and withdrawn when it ends, and logs show who did what.
BigQuery suits small and mid-sized companies because it scales from small data volumes and charges by usage. Forecasting models can be trained and run with SQL and built-in tools, then results feed dashboards. This keeps the architecture simple and understandable to the client's own team.
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