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Education News

The Times of India

Education / The Times of India

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Legacy systems arent technical debt, they are key to success in AI era, says Goyal

Mahesh Kumar Goyal, Senior Data and AI Expert at Google LLC, urged enterprises to treat legacy systems as critical foundations for artificial intelligence rather than outdated technical debt. He warned against greenfield innovation and said AI and modernization must be unified, calling separation an architectural lie that produces impressive demos but weak real-world systems. Highlighting MCP and GraphRAG, he said they connect AI with legacy data, reduce risks, and unlock institutional knowledge for enterprises globally.

7 May 2026 11:30 am