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From Cloud to Al agents: Redefining the enterprise backbone

DQ Channels

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December 2025

Enter a world where software quietly thinks, learns and empowers. This isn't the future, it's already reshaping how businesses connect, sell and serve. From Cloud roots to Al intuition, a silent tech revolution is redefining the enterprise experience

- BHARTI TREHAN bhartit@cybermedia.co.in

From Cloud to Al agents: Redefining the enterprise backbone

In an era when customer experience is the new currency, many enterprises are struggling to move from traditional CRM platforms to something more fluid, personal and intelligent. In a candid conversation, Murali Subramanian, CEO, Innovacx, shared insights that reveal the quiet disruption happening at the very core of enterprise technology. From a decade-long Cloud journey to the emerging wave of Al-powered agents, this story connects the dots between platforms, strategy and the human touch behind digital transformation.

Why CRM is no longer enough

The shift is clear. Large enterprises are grappling with monolithic CRM systems that no longer keep up with the speed of business. These systems are inflexible and slow, often disconnected from the real-time needs of customer engagement.

The next step, as seen by leading adopters, is the fusion of customer-facing technologies with data-driven intelligence. It's not just about having a database of customers anymore; it's about anticipating needs, streamlining decisions and creating value in the moment. This shift calls for a tighter alignment between marketing, sales and service — powered by more agile, integrated platforms.

The focus has moved from managing customers to deeply understanding them.

Making Cloud work: Lessons from the frontline

When it comes to Cloud implementation, many still imagine infrastructure-first migration. But the more nuanced approach is to start with business process transformation. That's been the key differentiator for those who've done it right.

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