Trust, not tech, is the real AI adoption barrier

Most AI roadmaps in customer experience still rest on a comfortable assumption: deploy capable technology, demonstrate what it can do, and customers will use it. New global research from Ipsos suggests that sequence may be flawed. In the 2026 CX Global Insights study, covering 23 markets, the real barrier is not processing power or model intelligence—it is trust.

Customers think AI is built for companies, not for them

Asked who benefits most from AI, 38% of respondents said companies; only 12% said customers. That perception gap matters. When customers believe a tool is optimised for the corporate bottom line, they treat it with caution, not curiosity.

The caution shows up in control preferences. While 61% would accept some form of AI involvement in their experience, only 7% are willing to let AI act on their behalf without any human intervention. The clear customer preference is for AI that advises, suggests and waits for approval—not AI that acts alone.

Emotional connection does the heavy lifting

The study’s critical finding is that emotional attachment, not technology, predicts AI acceptance. Only 25% of emotionally attached customers decline to use AI, compared with 33% of those who are merely functionally satisfied. Attachment also changes how much autonomy customers grant: 9% of emotionally attached customers are prepared to let AI act alone, versus 5% of the satisfied-but-unattached.

This flips a common roadmap assumption. Organisations cannot use AI to build trust; they must build trust to earn the right to use AI. For brand managers, that means the job is less about chasing the newest capability and more about strengthening the relationship that gives that capability permission to participate.

Designing for connection, not just speed

Most AI business cases are justified on speed and cost: faster handling, lower cost-to-serve, fewer humans in the loop. Those benefits are real. But when speed and cost are the only design goals, AI can strip away the human feeling that makes a brand distinctive.

Ipsos suggests a better test: evaluate AI-enabled experiences through its Forces of CX. Ask not only “will this be faster?” but what the experience does to the customer’s sense of:

• Control
• Certainty
• Fair treatment
• Status
• Enjoyment
• Belonging

AI should create human connection—or at minimum know when to step aside so a human can.

What CX leaders should do

The priority is not to move faster on AI than competitors. It is to do the human work first. Deploy AI into a relationship where customers feel strong emotional connection and it has licence to do more. Deploy it into a relationship with no connection, or only a functional one, and even capable technology meets hesitation and refusal.

Those who build trust before AI will find the technology amplifies the relationship. Those who skip the foundation will keep investing in capabilities customers never use.

Source: Ipsos