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The pace at which Generative AI has entered the enterprise conversation is unmatched. From boardrooms to frontline operations, leaders are under pressure to “do something with GenAI.” In response, organizations launch pilots, subscribe to tools, and run internal demos. But after twelve months, most have little to show beyond scattered prototypes and inflated expectations.

The challenge is not adoption. It is orchestration. When organizations fail to treat GenAI as a systemic capability, experimen

Most AI conversations blur the line between agents and assistants. Assistants complete tasks when asked. Agents take initiative. Assistants respond. Agents decide. That difference is subtle in conversation but massive in operations. If your AI cannot act, adapt, and deliver autonomously, it is not an agent. It is a tool dressed up as one.

The Agentic AI Assessment Framework is built to draw that line clearly. It offers a practical way to separate smart interfaces from actual digital operators. Th

Artificial Intelligence (AI) is one area considered by many executives to enable Automation and steer positive growth.  A couple of years ago, most executives thought that deployment of Artificial Intelligence isn’t a big deal.  However, revamping traditional systems, implementing AI, and scaling it, in reality, is not as simple as it seems.

A survey by PwC Research in 2020, which gathered responses of 1062 business leaders, validates that scaling and industrializing AI is not straightforward at