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Nivedha Sampath’s platform engineering and cloud governance initiatives showcase how regulated pharmaceutical environments can be modernized to improve efficiency and control infrastructure spend.

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AI initiatives don’t stall because models aren’t good enough, but because data architecture lags the requirements of agentic systems.