The Jobs AI Creates Are More Valuable Than The Ones It Replaces

Dr. Ali Alkhafaji is the CEO of APPLY, a global Agentic Customer Experience partner helping enterprise brands transform through agentic AI.

​Every conversation about AI and jobs eventually arrives at the same question: How many roles will disappear? It is the wrong question. LinkedIn’s own data shows AI has already created more than 1.3 million new roles globally. The story is transformation, and most organizations are not prepared for what that actually requires.

The organizations getting this right are not asking how few people they need. They are asking what their people need to become.

I have a specific vantage point on this. At APPLY, we aim to have every new client engagement start with a minimum of 50% agents working alongside human practitioners from day one. Not as an experiment, but as the delivery model. That means we have had to answer the talent question in practice, not in theory. And what we have learned is that the shift AI creates is not subtraction. It is transformation.

The trajectory of that transformation follows a pattern we have mapped explicitly. Today, most organizations are human-led with AI handling a thin layer of routine execution. In the near term, that flips into an assisted model: AI takes on more of the execution, and humans focus on judgment and direction.

Further out, agentic delivery becomes the norm, with AI doing the heavy lifting and humans guiding outcomes rather than producing them. The North Star is autonomous delivery, not a replacement story, but a leverage story. Total capacity expands at every stage. As AI absorbs more at the bottom, humans move up the value stack. The implication for talent isn’t smaller teams. It’s teams with a higher floor for what good looks like.

What Actually Changes

Most people assume AI simplifies work. In our experience, the baseline expectation for what a human contribution looks like goes up when the mechanical parts are handled. That is uncomfortable at first. It is also where the real growth is.