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Why AI Success Must Be Measured by Business Value, Not Technical Progress

Why AI Success Must Be Measured by Business Value, Not Technical Progress

As companies continue to increase investment in artificial intelligence, Kamal Yadav, Principal Data and Insight Analyst at Brambles, believes one of the most common mistakes organizations make is treating technical improvement as proof of AI success. Higher model accuracy, better data quality scores, faster processing, and newly delivered dashboards may all indicate progress, but they...

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From Information Asymmetry to Transaction Confidence: The Role of a Virtual Data Room in High-Stakes Deals

From Information Asymmetry to Transaction Confidence: The Role of a Virtual Data Room in High-Stakes Deals

New Delhi [India], March 10: In India’s evolving corporate landscape, high-value transactions are no longer rare events. Insolvency resolutions, mergers and acquisitions, strategic stake sales, shareholder exits, IPO-linked restructuring, and court-monitored corporate actions are now a regular part of doing business. Yet in many such transactions – especially under IBC, M&A, and complex restructuring frameworks –...