
Digitization First and AI Comes Next
AI is the engine. But digitization is the fuel. And without the fuel, even the most sophisticated engine is just a very expensive paperweight going nowhere.

Best validation of idea is to put it onto real market usage.
Good perspective is one that can withstand time & pressure

AI is the engine. But digitization is the fuel. And without the fuel, even the most sophisticated engine is just a very expensive paperweight going nowhere.

If traditional AI was a librarian waiting for a question. Agentic AI is a tactical, rapid deployment unit that executes the mission. Microsoft’s 2025 research highlights this shift, noting that 82% of organizations plan to leverage AI-driven digital labor within the next year, a move from simple chatbots to autonomous process orchestration.

Go beyond the one dimensional thinking of finding the “best” technology and consider key aspects of co-creation support, multi-dimensional resource development and the breadth/depth of second derivative of the technology.