# How Data Operationalization Can Create 'Digital Twins' For Data

> Source: <https://www.machinebrief.com/news/how-data-operationalization-can-create-digital-twins-for-dat-h5mz>
> Published: 2026-07-08 14:15:00+00:00

# How Data Operationalization Can Create 'Digital Twins' For Data

By Ram Chakravarti, Forbes Councils MemberSource:

[Forbes Innovation](https://www.forbes.com/innovation/)Data operationalization, complemented by the pragmatic deployment of AI use cases with said data, is, at its core, a move toward automation and autonomous systems.

Data operationalization, complemented by the pragmatic deployment of AI use cases with said data, is, at its core, a move toward automation and autonomous systems.

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