If your AI feels slow, expensive or risky, the problem isn’t the models — it’s the data, and cognitive data architecture is ...

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

As AI is embedded inside systems, teams must design APIs with governance, observability and scalability in mind.

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Legacy metrics—uptime, latency, MTTR—no longer capture operational value in an AI-driven world. Mean time to prevention (MTTP ...