Research & Innovation

Exploring what shapes the experiences people have with organizations.
We research the connections between customers, employees, organizational systems, technology, and business outcomes to better understand why experiences work, where they break, and what organizations can learn from them.

Research that asks better questions about the systems behind the experience.

Customer feedback can tell us what happened. Research helps us understand why.

Why We Research

Customer and employee experiences do not happen in isolation. They are shaped by the systems, decisions, environments, expectations, and interactions surrounding them.

Traditional customer experience measures can tell organizations whether people are satisfied, frustrated, loyal, or likely to leave. Those signals are valuable, but they do not always explain what created the outcome.

Signal & Journey researches the connections behind those outcomes.

We explore how employee conditions can influence customer experience, why the same experience works for one person and fails another, how organizational decisions create downstream friction, and how technologies such as AI and automation change the relationship between organizations and the people they serve.

The goal is not research for research’s sake. It is to develop ideas that help organizations ask better questions, investigate problems more effectively, and make better decisions.

What Guides Our Work

Start with the human experience.

We begin with what customers and employees are actually encountering rather than assuming what should matter to them.

Look beyond the visible moment.

The point where an experience fails may not be the place where the underlying problem originated.

Connect human and organizational evidence.

Customer feedback becomes more valuable when considered alongside employee insight, operations, processes, technology, and business performance.

Research should lead somewhere.

We are most interested in ideas that can improve how organizations understand, diagnose, design, or manage experiences.

Our Research Approach

Observe. Connect. Test. Apply.

Our research combines real-world observation, qualitative insight, quantitative evidence, existing research, and practical organizational experience.

We are especially interested in questions that sit between traditional disciplines. Customer experience may intersect with employee experience. Service problems may intersect with policy. Technology may intersect with trust. Culture may change how expectations are formed. Operational decisions may surface later as customer frustration.

Rather than treating those areas separately, we look for the relationships between them.

Some projects begin with a customer or employee observation. Others begin with an organizational problem, an emerging technology, a behavioral pattern, or a question we believe existing experience models do not fully explain.

We then develop those ideas through research, analysis, conceptual frameworks, applied experimentation, and client work where appropriate.

Our aim is to turn observation into useful knowledge and useful knowledge into better decisions.

What We Research

Experience Continuity

How experiences inside an organization can propagate downstream into the experience customers ultimately receive, including the relationships between hiring, employee readiness, organizational conditions, service delivery, and customer outcomes.

Customer–Employee Connection

How employee expectations, enablement, policies, communication, decision rights, and workplace conditions influence the experiences employees are able to create for customers.

Experience Compatibility

Why the same customer experience can work well for one person while creating significant friction for another, and how individual needs, expectations, capabilities, circumstances, and preferences affect experience outcomes.

Technology & Experience

How AI, automation, digital systems, data, and emerging technologies change customer and employee experiences, including where technology improves an experience and where it introduces new forms of friction.

Featured Research

Our research explores specific questions about how human experiences and organizational systems interact. Some projects develop into formal frameworks and white papers. Others become articles, field observations, or ideas that continue evolving over time.

White Papers

The Experience Continuity Chain™

Why Customer Experience Begins Before Day One

Organizations often treat employee experience and customer experience as separate disciplines. Customers, however, experience the consequences of both.

This white paper introduces the Experience Continuity Chain™, a Signal & Journey framework showing how hiring signals, candidate experience, workplace expectations, onboarding, employee enablement, and engagement can shape service behavior, customer trust, loyalty, and business performance.

Grounded in peer-reviewed research on the service-profit chain, candidate experience, psychological contracts, employee engagement, and customer outcomes, the paper explores why customer experience begins long before an employee serves their first customer.

The paper also provides a practical measurement framework and 90-day roadmap organizations can use to connect employee and customer data, identify upstream experience gaps, and test targeted improvements.

Beyond Customer Satisfaction

Introducing Customer-Experience Compatibility Intelligence

Why can two customers go through the same experience and leave with completely different perceptions?

This white paper introduces Customer-Experience Compatibility Intelligence, an emerging approach for evaluating how well an experience aligns with a customer’s needs, expectations, preferences, capabilities, and circumstances.

It also explores how the patent-pending CIBECOS™ framework could help organizations identify compatibility gaps, understand customer friction, support responsible personalization, and design more responsive physical, digital, and service environments.

From Research to Practice

The Experience Breakpoint Framework™

Some of our research ultimately informs how we work with clients. The Experience Breakpoint Framework™ is our applied approach for investigating a specific experience problem and connecting the visible signal to its underlying cause and measurable response.

Unlike the Experience Continuity Chain™, which explores how experiences and organizational conditions can propagate downstream, the Experience Breakpoint Framework™ is designed to investigate a specific problem that already exists.

Articles and Perspectives

Not every question requires a white paper. Our articles examine real-world customer and employee experiences, business decisions, emerging technologies, service failures, organizational patterns, and moments that reveal something larger about how experiences are created.

She Just Wanted Disney+ for Her Grandkids. What Happened Next Exposed a Broken Customer Journey

Recently, my mother-in-law wanted to put on Disney+ for her grandkids so they could watch one of their favorite shows. But when she opened the app, she realized she had been logged out. She tried signing back in, but the subscription she had been paying for was...

Follow the Break, Not the AI Buzz: Why AI Won’t Fix a Broken Experience

Artificial intelligence has quickly become one of the biggest priorities in business. Companies are investing in copilots, chatbots, AI agents, automated workflows, and a growing list of tools that promise to make work faster, reduce costs, and improve the customer...

Could Buc-ee’s Approach to Brand Protection Damage Customer Trust?

I’ve always enjoyed Buc-ee’s and appreciated the experience the brand has created for travelers. That is why the recent news about its trademark dispute with a small-town mini mart caught my attention. Rather than changing my entire opinion of the company, it made me...

Customer Experience Starts With Employee Experience, Before Day One

Over the past three years, I have been laid off three times. That experience has placed me on both sides of some of the best and worst hiring processes I have ever encountered. I have gone through recruiting processes that made me feel respected, informed, and...

Why the Same Customer Experience Works for One Person and Fails Another

Companies spend a lot of time trying to improve customer experience. They send surveys, track NPS and customer satisfaction, map customer journeys, review complaints, study call-center data, and look for places where customers are abandoning a process. All of that...

What Customers Experience Before They Leave a Bad Review 

A bad review usually appears to be about one moment, such as a rude employee, a missed appointment, a delayed order, a billing issue, or a phone call that did not go well. However, most customers do not leave a bad review because of one single thing. The review is...

When Companies Become Arrogant With Their Customers, Everyone Loses

Companies love to say that they put the customer first. You see it in mission statements, advertisements, executive presentations and employee training. Organizations talk constantly about customer obsession, customer-centricity and listening to the voice of the...

Customer Intelligence: Because “Vibes” Is Not a Strategy

Most businesses think they know their customers, but do they really? They know when someone complains, leaves a bad review, and when sales slow down. They know when a customer cancels or stops coming back.  But what about everything that happened before that? The...

Why User Journey Friction Can Be a Death Sentence for User Engagement

In product development, teams often assume that poor engagement means the product needs more features. In many cases, the real problem is something far more fundamental. User journey friction. Friction occurs when users encounter moments of confusion, hesitation, or...

Real experiences. Larger questions. Practical lessons.

Ideas We Are Developing

Research does not always begin with an answer.

Some of our most interesting work begins with a question, an observation, or a pattern we believe deserves deeper investigation. This section highlights concepts that are still being explored, tested, refined, or developed into future research.

Potential areas could include:

Breakpoint Patterns
Are there recurring types of organizational breakpoints that appear across industries and customer journeys?

Customer–Employee Signal Gaps
What happens when customer feedback and employee observations tell leadership two different stories?

Experience Debt
Can organizations accumulate unresolved experience problems in the same way technology teams accumulate technical debt?

Measurement-Induced Friction
How often do internal KPIs and incentives unintentionally create behaviors customers dislike?

Technology-Accelerated Friction
When does automation improve an experience, and when does it simply make a flawed process faster?

Have an Experience Question Worth Exploring?

Some of our research begins with questions we encounter in the real world. If your organization is seeing a recurring customer or employee experience pattern that does not have an obvious explanation, we would be interested in hearing about it.

We are especially interested in questions involving relationships between customer experience, employee experience, organizational systems, technology, policies, processes, expectations, and business outcomes.

Research inquiries may lead to conversations, anonymized observations, future articles, research projects, or opportunities to collaborate.

Have something worth investigating? Tell us what you’re seeing.