{"slug": "how-data-operationalization-can-create-digital-twins-for-data", "title": "How Data Operationalization Can Create 'Digital Twins' For Data", "summary": "Ram Chakravarti writes in Forbes that data operationalization, combined with practical AI deployment, enables the creation of 'digital twins' for data, driving automation and autonomous systems.", "body_md": "# How Data Operationalization Can Create 'Digital Twins' For Data\n\nBy Ram Chakravarti, Forbes Councils MemberSource:\n\n[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.\n\nData operationalization, complemented by the pragmatic deployment of AI use cases with said data, is, at its core, a move toward automation and autonomous systems.\n\nGet AI news in your inbox\n\nDaily digest of what matters in AI.", "url": "https://wpnews.pro/news/how-data-operationalization-can-create-digital-twins-for-data", "canonical_source": "https://www.machinebrief.com/news/how-data-operationalization-can-create-digital-twins-for-dat-h5mz", "published_at": "2026-07-08 14:15:00+00:00", "updated_at": "2026-07-08 14:56:09.874171+00:00", "lang": "en", "topics": ["artificial-intelligence", "ai-infrastructure", "ai-tools"], "entities": ["Ram Chakravarti", "Forbes"], "alternates": {"html": "https://wpnews.pro/news/how-data-operationalization-can-create-digital-twins-for-data", "markdown": "https://wpnews.pro/news/how-data-operationalization-can-create-digital-twins-for-data.md", "text": "https://wpnews.pro/news/how-data-operationalization-can-create-digital-twins-for-data.txt", "jsonld": "https://wpnews.pro/news/how-data-operationalization-can-create-digital-twins-for-data.jsonld"}}