As a customer of an AI enabled product or service, have you ever felt you were being used as a data source, rather than treated as a human end user?
I recently discontinued an app that for several years reported my daily sleeping and weight metrics. Then it would not allow me to access my account unless I allowed them to collect and use my personal data. They did not even give me a choice: either I consent, or I no longer can access my account. I deleted the app.
This is increasingly happening to everyone: where data is the new gold in the AI “land grab”, customer experience is reduced to being mined for data. Customer satisfaction is secondary or even dead last.
The irony is that this is going to backfire — because no amount of data extracted from a churned customer drives growth. Neglecting customer experience is not just an ethical failure; it is a strategic one.
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This is one of the reasons why I’m launching AIXD.world.
AIXD™ stands for AI Experience Design. It begins and ends with the human end user — their experience, their journey, their satisfaction. It is pro-human, not anti-AI. It’s about designing smarter human experiences enabled by AI tools and ecosystems.
Before models are trained, before systems are deployed, before automation scales — we ask a single defining question:
What is the intended user journey, and does AI meaningfully elevate it?
The leaders who prioritize designing intelligent business models that empower end-user experience will lead the AI Native Age.
Here’s the truth about AI leadership right now:
The proactive ones are designing user experiences empowered by AI, leading to happier customers, stronger brand loyalty, and real ROI.
The reactive ones are deploying AI tools without asking the most important question — what experience are we actually creating for the human end users? Are your human customers being treated primarily as a source of data, or the very reason for your offerings?
Introducing the AI Native Brand Architecture™ — AIXD’s proprietary system for helping founders, CEOs, and boards shift from AI adoption, AI automation, to AI architecture centered on user experience.
Ultimately, user experience is brand experience, and brand experience determines enterprise destiny.
If you’re building in the AI Native Age and want your technology to serve your customers rather than extract from them, visit AIXD.world.
If you would like to learn more about becoming an AI native enterprise, please contact us.
Joanne Z. Tan is a globally recognized brand strategist, thought leadership coach, and startup mentor in Silicon Valley. She specializes in customer experience design and human-centric AI experience design to formulate AI strategies for diverse business models and services.
With over 15 years of experience architecting business models, end-user experience, and brand experience, she has authored more than 12 articles on AI published on both 10PlusBrand.com and AIXD.world.
© Joanne Z. Tan, Jan. 2026. All rights reserved.