Essay · Operating models
EN · FI

AI Is a Multiplier — and So Is Customer Experience

AI multiplies the value when it meets a real need. But when the customer is forgotten, the multiplier approaches zero.

AI multiplies everything — including zero.

That single line captures something development projects overlook surprisingly often. Applications are shipped at a rapid pace, and AI’s speed, ease, and availability are genuinely tempting. The conversation revolves around the technology, occasionally around the business benefits. The customer, meanwhile, fades into the background.

AI is a multiplier. When it is aimed at the right need, it multiplies the value: 10x, 100x.

Customer experience behaves on exactly the same logic — it, too, is a multiplier. When the customer feels they are getting real value, the positive multiplier shows up in the business result. When the customer’s need is unclear, the multiplier drops below one and the outcome quickly turns negative. When the customer has been forgotten entirely, the multiplier approaches zero.

And we all know what you get when you multiply by zero.

So what happens when these two multipliers are multiplied by each other?

If AI does the work ten times faster than before but the customer’s need has been forgotten, the result is still zero. Efficiency without direction is just faster wandering.

Customer-centric design is an investment that carries through the entire development arc. It begins before the first line of code and continues after launch. It is a genuine way to move the multiplier in the right direction.

And AI is a fine partner here too, as long as it is used purposefully. Interviews are synthesized in minutes. Prototypes are built quickly and tested with real users within days. Accumulated feedback surfaces recurring problems fast, freeing the expert to focus on what truly needs attention.

When both multipliers are in place, the project delivers what it promised. That is where the success stories begin.

Aspenly · Thinking