• Skip to primary navigation
  • Skip to main content
  • Skip to footer
Metric Sherpa

Metric Sherpa

Where CX Strategy Meets Real Results

  • Services
  • Resources
  • About
  • Contact Us
Published in
OpinionResearch
Justin Robbins
Founder & Principal Analyst
Share this:

The AI Dilemma: How Transparency Erodes Trust in Customer Experience

As artificial intelligence (AI) integrates more deeply into customer experience (CX), there’s a growing tension between promoting the tech’s capabilities and maintaining customer trust.

A recent study shows that simply mentioning AI in product descriptions can actually lower purchase intentions—raising important questions for companies selling AI solutions to CX leaders.

AI can revolutionize processes, but it also introduces complexities.

According to the study, when customers know they’re interacting with AI, they often hesitate. Trust, it turns out, isn’t just built on efficiency. It’s emotional, tied to customers’ perceptions of risk and the assurance of human oversight.

The AI Conundrum for Businesses

For CX tech providers, the implications are clear: pitching AI as a centerpiece can backfire.

Consumers often associate AI with depersonalization, privacy concerns, or lack of control. Even as AI promises to streamline customer service, automate support, and enhance personalization, consumers are wary. This complicates how businesses approach AI in their products—should they highlight it, downplay it, or simply let it work invisibly?

The study reveals two key findings: first, transparency about AI’s presence reduces emotional trust; second, perceived risk amplifies this distrust. These aren’t just abstract concerns. In high-stakes industries like finance and healthcare, where customers expect human connection and responsibility, the drop in trust can hit even harder.

Where Customers, Businesses, and Employees Collide

Technology buyers—especially CX leaders—must navigate AI’s triple impact: on their business, their customers, and their employees.

  1. Business Impact: For organizations, AI’s allure is clear. It reduces costs, improves scalability, and increases efficiency. But if trust is damaged, those gains may never be realized. Businesses must consider positioning AI as a silent partner, not the star. AI should make interactions smoother and more personalized without reminding customers they’re talking to a machine.
  2. Customer Impact: For customers, it’s not just about AI’s performance but its presence. The study shows that revealing AI too prominently can amplify perceived risks, making customers anxious about reliability and privacy. The challenge for CX leaders is to keep AI’s benefits front and center while minimizing its visibility.
  3. Employee Impact: While customers may be apprehensive about AI, employees can be too. CX workers, especially in contact centers, may feel AI threatens their roles. Businesses must shift this narrative, showing how AI assists rather than replaces employees. By emphasizing how AI helps them do their jobs better—handling routine inquiries, reducing stress—companies can align employee satisfaction with customer outcomes.

A Delicate Balancing Act

The study underscores a core takeaway: transparency about AI needs to be carefully managed. Consumers want efficiency but not at the expense of empathy. They need to feel the human presence behind the tech. AI should operate seamlessly, enhancing customer interactions without overwhelming them with its complexity.

For solution providers, this means shifting the conversation from what AI is to what AI enables. Highlight faster resolutions, smarter personalization, and frictionless experiences—without shouting “AI” from the rooftops. Trust, after all, is fragile. And as the study shows, even the best AI tech can undermine it if the messaging isn’t right.

Rethinking AI in CX

For AI to truly enhance CX, businesses need to think about emotional trust and risk perception. It’s not just about what AI can do; it’s about how customers and employees feel about it. As this research points out, being overly transparent about AI’s role can diminish its perceived value.

For the near future, the best AI might just be the one that customers barely notice.

In a world where AI is poised to transform customer experiences, companies will need to tread carefully—balancing innovation with the very human need for trust.

Subscribe to get stories like this in your inbox

Subscribe

Share this:
About this author
Justin Robbins
Founder & Principal Analyst
  • Twitter
  • Facebook
  • LinkedIn
  • Instagram
  • YouTube

Footer

Where CX Strategy Meets Real Results

Proudly headquartered in Wilmington, NC.

Contact Us:‭
hello@metricsherpa.com
226 N. Front St. #125
Wilmington, NC 28401‭

  • About
  • Services
  • Resources
  • Contact Us
  • LinkedIn
  • YouTube
  • Facebook
  • Privacy Policy
  • Terms of Service
  • Disclaimer
  • Cookie Policy

Copyright ©2026 Metric Sherpa. All Rights Reserved. </>
Privacy Settings

Payton Whitley
Executive Administrator

Payton Whitley blends creativity, organization, and a customer-first mindset to keep teams focused and moving forward.

Her first passion was design, where she nurtured her eye for detail and love of creating. That same drive for excellence now fuels her work in executive support, where she thrives on building structure, simplifying complexity, and making it easier for leaders to succeed.

A natural problem-solver and community builder, Payton brings energy and focus to everything she takes on. She’s committed to growth, always finding new ways to sharpen her skills and deliver meaningful impact.

She lives in Wilmington, NC with her pup Oaklee. Outside of work, you’ll find her by the water, running her permanent jewelry business, or chasing the sunshine with friends and family.

Kalley Niebuhr
Head of Brand & Content Strategy

Kalley Niebuhr blends storytelling, social strategy, and creative leadership to help brands show up with clarity, purpose, and authenticity.

With a background in television writing, brand development, and digital content creation, Kalley has shaped impactful messaging and community-first strategies for entrepreneurs, small businesses, and educational brands.

A lifelong creative and community builder, Kalley thrives at the intersection of analytics and emotion—crafting content that connects while delivering results.

She lives in Wilmington, NC with her husband, young daughter, and two dogs. When she’s not creating, you’ll find her in the surf, running community art socials, or researching her next script.

Nate Brown
Head of Education & Enablement

Nate Brown offers a dynamic mix of customer experience expertise and community leadership to Metric Sherpa.

As co-founder of CX Accelerator, a thriving community of over 4,000 CX leaders, Nate has been instrumental in fostering a space where professionals collaborate, grow, and achieve remarkable things in service to others. With a career spanning industries such as gaming, SaaS, retail, healthcare, and technology, Nate has built contact centers from the ground up, anchored complex CX functions, and cultivated exceptional employee-customer connections for brands like WB Games, CHEP, UL, and Bosch.

Recognized globally for his thought leadership, Nate was named “CX Influencer of the Year” by CloudCherry and “Most Impactful Influencer in CX” by Kustomer in 2023. His ability to bring energy and excitement to CX initiatives has earned him recognition across the industry.

When he’s not shaping the future of customer experience, Nate can be found in Nashville, TN on the disc golf course, coaching pickleball, or spending time with his wife and two daughters.

Justin Robbins
Founder & Principal Analyst

With more than 20 years of experience, Justin Robbins has helped organizations worldwide strengthen their customer experience strategies, optimize operations, and achieve measurable results.

His expertise spans contact center operations, in-person service delivery, multimodal interaction design, quality assurance, workforce training, and global CX certification standards. Beyond operations, Justin has advised SaaS companies on content strategy, community engagement, customer marketing, and corporate communications.

As Founder and Principal Analyst at Metric Sherpa, Justin focuses on the intersection of human connection and technology in customer interactions. He is a trusted industry voice, frequently cited by the media, the author of numerous research studies, and recognized for his ability to make complex topics clear, actionable, and relevant.

When he’s not working, Justin is based in Wilmington, NC, where you’ll often find him cooking BBQ, out on the water, cheering at a game, or on adventures with his wife and four kids.

Join Backchannel + The Brief

Cut Through Noise. Take Action.

By signing up you agree to receive twice-monthly educational emails from Metric Sherpa.

Name(Required)

  • Receive twice-monthly updates on our latest news, events, and resources.Subscribe to Backchannel & The Brief