Your Industry is Innovating Service Delivery…So Why Are Your Customers More Frustrated Than Ever?
I See This All the Time — and It’s Genuinely Hard to Watch
A leadership team spends 18 months rolling out a new service delivery platform. They’ve done the demos, run the pilots, built the business case. They’re proud of it. And within a few months of launch, the customer complaints start climbing.
I’ve walked into a lot of those rooms. And the conversation is always some version of the same thing: “We did everything right. Why isn’t it working?”
It’s a fair question. And the answer is almost never about the technology.
Right now, across healthcare, banking, hospitality, and retail, there is an enormous amount of energy and investment going into service innovation. New platforms, AI tools, digital-first journeys, predictive personalization. The ambition is real. The spend is real. And in a lot of cases, the customer experience is getting worse anyway.
A May 2026 study of 6,000 consumers across the U.S., UK, and Canada found that 85% of customers prefer speaking to a real person over AI — up from 83% just six months earlier. Frustration with AI-driven service rose from 54% to 59% in that same window. Nearly a third said they’d hang up the moment they realized they were talking to a bot.
And Qualtrics’ 2026 Consumer Experience Trends Report found that AI-powered customer service fails at roughly four times the rate of other AI applications. Nearly one in five customers who used AI for service saw no benefit at all.
So here’s the thing I keep coming back to: if innovation is supposed to improve the experience, why is the gap between what companies intend to deliver and what customers actually feel getting wider?
“The backlash you’re seeing isn’t customers rejecting innovation. It’s customers rejecting bad customer experience disguised as innovation.” — John DiJulius
What’s Actually Happening Out There
I want to be fair to the leaders navigating this, because the pressure is real and the intentions are usually good. Here’s what I tend to see when I look at how different industries are approaching service right now.
In banking, there’s a genuine push toward 24/7 personalized digital service — and for a lot of routine transactions, that’s working well. The challenge comes when something goes wrong and the customer hits a wall of automation. Scott Holloway, Head of CX at APS Bank, put it well in 2026: customers want to move independently most of the time, but they still expect the bank to be “accessible when they need us.” The banks finding the right balance are using technology to make their people more available and more informed — not less present.
In healthcare, patients want more control, faster communication, and experiences that feel like someone actually knows them. The organizations I’ve seen do this well aren’t just digitizing the journey — they’re using data to make every human interaction feel more prepared and more personal. That’s a meaningful difference.
In retail and hospitality, the research from Medallia and others is pretty consistent: what customers want most from a service interaction isn’t speed. It’s resolution. They want their problem actually solved, by someone with the authority and the will to solve it. That’s not a technology problem. That’s a culture and empowerment problem.
The pattern I see across all of it: companies are innovating the delivery mechanism while leaving the foundation untouched. And the foundation — the culture, the people, the sense of purpose — is what actually determines the experience.
Why This Keeps Happening — and Why It’s Not a Failure of Leadership
Here’s something I want to say clearly: this isn’t about bad leadership. Most of the executives I work with are smart, caring, and genuinely committed to their customers. They’re just working from an incomplete playbook.
The incomplete part is this: service innovation tends to get treated as an operations or technology project, when the thing that actually determines the customer experience is a culture question.
Gartner’s 2025 AI implementation data is telling here. Of the AI customer service projects that failed, 62% traced back not to the technology itself, but to organizational readiness — how prepared the people, processes, and culture were to actually use it well. The technology worked. The organization wasn’t set up to make it work for customers.
That tracks with what I’ve seen firsthand. When a new service model lands in a culture that hasn’t been prepared for it, the best-case scenario is indifference. The more common scenario is friction — employees who don’t believe in it, customers who feel it, and leaders who can’t figure out why the numbers aren’t moving.
“A good customer experience starts with a good employee experience. The CX will never be better than the EX.” — John DiJulius
What the Companies Getting It Right Are Doing Differently
I’ve had the privilege of working with some organizations that have figured this out — and what they share isn’t a particular platform or process. It’s a particular question they ask before making any service investment.
The question is: does this bring us closer to the experience we want to be known for, or does it just make us more efficient?
Those aren’t always the same thing. And the companies that are winning in the Forrester CX rankings — Zappos, Chewy, USAA, H-E-B — tend to be the ones who refuse to let those two things get confused. They use technology to free their people up for the moments that matter, not to replace those moments entirely.
Gartner found in early 2026 that only about 20% of customer service leaders had actually reduced staffing because of AI — and that none of the Fortune 500 are expected to fully eliminate human customer service before 2028. The “AI replaces everyone” narrative that was so loud two years ago is quietly dissolving under the weight of real customer feedback.
What’s replacing it is something I’d describe as technology-powered, human-delivered. AI handles the routine volume. Humans handle the moments that require judgment, empathy, and genuine connection. That’s not a revolutionary idea — but it’s remarkable how often it gets lost in the excitement of a new platform launch.
Where We Start When We Work With Organizations on This
When a company comes to us in the middle of a service transformation, the first thing we do is slow down long enough to ask: what experience do you actually want your customers to have? Not what the platform enables. Not what the ROI model projects. What do you want someone to feel when they interact with your brand?
That question sounds simple. It’s usually not. A lot of organizations haven’t articulated it in a way their frontline people can actually use. And if your employees can’t answer that question on a Tuesday afternoon when a frustrated customer is standing in front of them, no technology in the world closes that gap.
From there, we help teams build what we call Secret Service systems — the proactive, personalized behaviors that make customers feel genuinely known rather than processed. Those systems can absolutely be supported by technology. But they have to be designed by people who understand what real connection looks like, and carried out by employees who have a reason to care.
That last part matters a lot. One of the most consistent things I’ve seen across the organizations that deliver truly great experiences is that their people feel genuinely invested in what they’re doing. They’re not just executing a process — they understand why it matters and they feel like the company sees them as more than a cost center. That’s not something you can automate. But it’s also not magic. It comes from intentional leadership and a culture that gets built on purpose.
“What employees experience, customers will. The best marketing is happy, engaged employees. Your customers will never be any happier than your employees.” — John DiJulius
Three Questions Worth Sitting With
If your organization is in the middle of — or planning — a service delivery transformation, here are three questions I’d encourage you to take seriously before the next investment decision.
- Are we solving a customer problem or a cost problem?
There’s nothing wrong with reducing operational costs — that’s a legitimate goal. But when cost reduction becomes the primary driver of a service change, customers tend to feel the reduction before they feel any improvement. It’s worth being honest with yourself about which problem you’re actually solving.
- Are our people prepared to deliver the experience this technology is supposed to enable?
The Gartner data suggests most AI service failures aren’t technology failures — they’re human readiness failures. Before scaling a new service model, it’s worth asking honestly whether the people inside it have the training, the clarity of purpose, and the empowerment to make it work for customers.
- Does this make the experience more human, or just more efficient?
Efficiency and human connection aren’t mutually exclusive — but they don’t happen together automatically. The organizations I’ve seen get this right are deliberate about using operational efficiency to free their people up for the moments that actually require judgment, empathy, and genuine care. That combination is where loyalty gets built.
Here’s What I’d Want You to Take From This
If any of this sounds familiar — if you’re leading a service transformation and the results aren’t matching the investment — I want you to know that’s a more common situation than most people admit. It doesn’t mean the strategy was wrong. It usually means something in the foundation needs attention.
The organizations that tend to find their way through it are the ones willing to slow down and ask the harder questions about culture, purpose, and how their people actually feel showing up every day. That’s not a detour from the service innovation work. In my experience, it’s the work.
Technology changes fast. The human need to feel valued, heard, and genuinely helped — that hasn’t changed at all. The companies finding ways to honor that, even as everything else evolves, are the ones customers tend to stay with.
If this resonates, I’d love to talk.
At The DiJulius Group, we work alongside organizations navigating exactly this kind of challenge — helping them build the customer experience strategy, the service systems, and the culture that make innovation actually land. If you’re in the middle of a transformation and want a thought partner who’s been through it with a lot of organizations like yours, reach out.
Visit thedijuliusgroup.com to learn more about our consulting programs, keynotes, and the Customer Experience Executive Academy.
