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      Article

      Customer Experience Transformation for a New Era

      Customer Experience Transformation for a New Era

      Propel growth with a three-part playbook that enhances every facet of customer experience.

      Von Eduardo Roma, Maureen Burns, Andy Pierce, Phil Sager, und Richard Hatherall

      • Min. Lesezeit

      Article

      Customer Experience Transformation for a New Era

      The fundamental truth of customer loyalty is timeless: Enrich customers’ lives and you will reap the rewards. Bain has long been at the forefront of customer centricity, dedicating unmatched focus to understanding how companies that excel in this area create and capture disproportionate value. As we’ve recently shown, loyalty leaders have outpaced the stock market by more than threefold in cumulative total shareholder return.

      However, while that core principle of loyalty endures, the ability to enrich lives has fundamentally evolved. Advances in technology—most notably the advent of generative and agentic AI—shifting customer expectations, and new engagement dynamics have rendered the old playbook insufficient. Companies must adapt or risk being left behind.

      As the creators of the Net Promoter Score℠ (NPS®) and the Net Promoter System℠, we’ve revolutionized how organisations gather, analyze, and act on customer feedback. Our innovative tools, methodologies, and technology solutions are widely adopted across industries and have transformed how businesses engage with their customers. We can help you navigate the seismic shifts that are redefining customer experience (CX).

      The new rules of engagement

      You’ve digitalized. Now humanize. The era of simply digitizing customer interactions is over. Speed, ease, and reliability are table stakes: Customers expect these attributes, so they no longer count as differentiators. To stand out, businesses must humanize their interactions. Emotional resonance, not functional efficiency, is the new frontier. Success depends on forging digital and human connections that feel personal and meaningful, not transactional.

      In the omnichannel world, conversational AI and ecosystem integrations must be empathetic and purposeful. This shift requires more than upgrades—it demands a transformation in how companies relate to their customers. Winners will stand apart not by outpacing but by outconnecting their competitors, with touchpoints that feel personal, human, and emotionally resonant.

      Customers are in the driver’s seat. Generative AI has tipped the power balance. Customers now wield AI tools to navigate options, optimize outcomes, and shift loyalties effortlessly. Imagine an AI agent reallocating savings daily without manual intervention. The once-passive customer has become proactive, and companies once in control are now participants in a customer-led ecosystem.

      This power shift is in full swing. Tech giants and platform aggregators are thriving because their scale fuels better user experiences. For others, scale often adds complexity, not delight. The challenge is clear: Adapt to this power shift, or fade into irrelevance. Customers today have an abundance of choices, and without differentiation, an ecosystem that extends your reach beyond typical channels, and a laser focus on genuine value creation, your business risks becoming a “once-great” brand.

      Employees closest to the customer are often buried within functional teams, their insights diluted or entirely lost…. This structural detachment isn’t merely inefficient—it’s existential.

      Predict, personalize, and preempt. The days of waiting for feedback are over. Companies must anticipate needs before customers articulate them. And, more to the point, they must act on them. Predictive algorithms have been a game changer, but in many cases—ranging from outbound contacts to the creation of new, customized content—agentic AI can now execute actions based on those predictions. To make this happen, silos must fall, and predictive analytics must guide decisions. Businesses that cling to reactive models will find themselves chasing, not leading. The winners will be those who unify their efforts to deliver seamless, end-to-end customer journeys. Harking back to our earlier point about humanized customer interactions, businesses must also remember that people are multimodal, and that their emotional, cognitive, social, developmental, and cultural traits determine how they want to be treated by companies. Their preferences should feed your analytics engine.

      Of course, acknowledging the new rules is much easier than embracing them. Organizational blind spots and senior executives’ fixation on “managing the business” often push customer issues far down the agenda. Our analysis of executive calendars is revealing: 90% of executives’ time is consumed by operational and talent management issues, leaving just 10% for customers, strategy, and growth.

      The problem runs even deeper: There are far too many “degrees of separation” between executives and the customer. In many industries, those closest to the customer are buried within functional teams, their insights diluted or entirely lost as they ascend the organizational hierarchy. This structural detachment isn’t merely inefficient—it’s existential.

      The blueprint for CX transformation

      Step No. 1. Develop a bold customer value creation plan (VCP). The customer VCP is inspired by private equity’s focus on bridging strategy and execution to deliver measurable growth. While many companies already articulate their business plans around profit and loss (P&L) and balance sheet metrics, these are only starting points. The real opportunity lies in pivoting from traditional financial metrics to a model focused on creating value based on deep customer insights across the customer lifecycle:

      • Attract: Win more customers through distinctive value propositions and smarter targeting.
      • Serve: Deliver seamless, right-first-time, cost-effective experiences.
      • Retain: Engage customers meaningfully at moments of genuine need to foster loyalty.
      • Grow: Drive sustained growth by meeting more customer needs more often.

      Companies should determine each customer’s future value and make critical trade-offs based on differences in their needs, preferences, and potential. To gain essential insights, companies can use a variety of research tools (ranging from surveys and interviews to direct observations of behaviors, as well as advanced analytical modeling and reinforcement learning); conduct segmentation and cohort analysis; track acquisition and retention metrics and analyze how relationships are expanded (e.g., multi-product holdings) and how wallets are deepened (e.g., frequency, value); and employ predictive behaviour analysis to anticipate future customer behaviors.

      By linking these insights directly to financial performance and valuation, companies can improve decision making, make growth sustainable and measurable, boost valuation multiples, and cut through the idealism that sometimes clouds discussions of customer loyalty.

      Step No. 2. Execute with a powerful transformation engine. Armed with the clarity of a customer VCP and prioritized growth roadmap, companies must act on their strategic choices to emerge on the winning side of the new engagement rules. Businesses must deliver on three key elements:

      Autoren
      • Headshot of Eduardo Roma
        Eduardo Roma
        Partner, London
      • Headshot of Maureen Burns
        Maureen Burns
        Partner, Boston
      • Headshot of Andy Pierce
        Andy Pierce
        Partner, Chicago
      • Headshot of Phil Sager
        Phil Sager
        Partner, Toronto
      • Headshot of Richard Hatherall
        Richard Hatherall
        Advisory Partner, Sydney
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      Clarify why customers choose you. Refine every aspect of your offering to ensure it meets—and exceeds—expectations.

      • Develop a deep knowledge of target customer needs and behaviours to refine focus and precision.
      • Define why customers choose you over competitors, ensuring your brand resonates emotionally and functionally with customers and prospects.
      • Assess every element of your proposition—products, services, experiences, delivery channels, pricing—to ensure alignment with customer needs and willingness to pay. A critical question: Is your value proposition innovative enough to stand out in a world of zero-click search?

      Go beyond transactions to deliver emotionally resonant, adaptive experiences.

      • Empower customers to self-serve with simplicity and control, setting a high bar for usability and convenience.
      • Balance that digital empowerment with a human touch, which may be achieved human to human or with interactions that feel human; either way, the goal is to forge an authentic connection.

      Leverage AI and cross-functional collaboration to anticipate needs and seamlessly deliver value.

      • Use advanced tools to anticipate customer needs and sentiment, integrate feedback, and refine experiences dynamically.
      • Offer timely, relevant content and offerings that evolve alongside customers' changing needs.
      • Equip teams with the mindset and capabilities to continuously learn, adapt, and improve customer outcomes.
      • Distinctive value propositions
      • Purpose-driven experiences
      • Proactive engagement management

      Clarify why customers choose you. Refine every aspect of your offering to ensure it meets—and exceeds—expectations.

      • Develop a deep knowledge of target customer needs and behaviours to refine focus and precision.
      • Define why customers choose you over competitors, ensuring your brand resonates emotionally and functionally with customers and prospects.
      • Assess every element of your proposition—products, services, experiences, delivery channels, pricing—to ensure alignment with customer needs and willingness to pay. A critical question: Is your value proposition innovative enough to stand out in a world of zero-click search?

      Go beyond transactions to deliver emotionally resonant, adaptive experiences.

      • Empower customers to self-serve with simplicity and control, setting a high bar for usability and convenience.
      • Balance that digital empowerment with a human touch, which may be achieved human to human or with interactions that feel human; either way, the goal is to forge an authentic connection.

      Leverage AI and cross-functional collaboration to anticipate needs and seamlessly deliver value.

      • Use advanced tools to anticipate customer needs and sentiment, integrate feedback, and refine experiences dynamically.
      • Offer timely, relevant content and offerings that evolve alongside customers' changing needs.
      • Equip teams with the mindset and capabilities to continuously learn, adapt, and improve customer outcomes.

      These elements enable you to ground strategic choices in a remarkable brand that differentiates you, resonates with customers, and integrates into an ecosystem that extends your company’s reach beyond your four walls.

      Step No. 3. Solidify your foundation. Build a strong foundation supported by a customer-centric culture, robust capabilities, a carefully calibrated operating model, and Net Promoter System practices:

      • Establish a culture of customer obsession by embedding customer-centric values into daily decision making, ensuring every team member understands their impact on CX and is empowered to act on customer feedback.
      • Align executive leadership and governance structures with measurable customer outcomes, integrating customer centricity into strategic priorities and holding leaders accountable for CX performance.
      • Develop cross-functional capabilities that break down silos, ensuring seamless collaboration across teams, supported by shared incentives, unified data insights, and a scalable CX operating model.
      • Leverage advanced data and feedback systems to enhance the Net Promoter System, using predictive and inferred analytics and closed-loop processes to continuously refine customer interactions and experiences.

      Technology as an integral part of the answer

      Each of the strategic choices outlined earlier hinges on technology and data capabilities. A wave of once-in-a-generation technological advancements offers companies the opportunity to leapfrog competitors and reimagine themselves. To seize these opportunities, businesses must take the following actions:

      Invest in modular systems that can evolve as the needs of the business change. This means:

      • Building reusable application programming interfaces (APIs) and abstraction layers to simplify legacy systems integration;  
      • Enforcing common standards and processes around master data management to enable a 360-degree view of each customer; and
      • Investing in selectively modernising key “bottleneck” systems and shifting relevant workloads to the cloud.

      Transform diverse customer inputs—from text and audio to images and videos—into actionable insights. This means:

      • Using agentic AI to spot patterns in unstructured data, assess quality, and prepare data for use in business applications;
      • Connecting first- and third-party data sources to build rich, multi-layered customer profiles; and
      • Building advanced recommender systems (enabled by generative AI) to deepen understanding and enable personalized experiences.

      Empower teams to more effectively use AI to enhance CX across the lifecycle. This means:

      • Developing AI systems in a series of “stepping stones” that can lead to scale—not just proof of concept;
      • Ensuring models can be reused safely, with ethical and transparent practices;
      • Designing the end-to-end workflow needed to get to value quickly—and then outlining where AI systems fit in; and
      • Providing the right tools for teams to collaborate and continuously improve AI-driven customer experiences.
      • Build a flexible technology and data foundation
      • Unlock unstructured data
      • Prepare for AI at scale

      Invest in modular systems that can evolve as the needs of the business change. This means:

      • Building reusable application programming interfaces (APIs) and abstraction layers to simplify legacy systems integration;  
      • Enforcing common standards and processes around master data management to enable a 360-degree view of each customer; and
      • Investing in selectively modernising key “bottleneck” systems and shifting relevant workloads to the cloud.

      Transform diverse customer inputs—from text and audio to images and videos—into actionable insights. This means:

      • Using agentic AI to spot patterns in unstructured data, assess quality, and prepare data for use in business applications;
      • Connecting first- and third-party data sources to build rich, multi-layered customer profiles; and
      • Building advanced recommender systems (enabled by generative AI) to deepen understanding and enable personalized experiences.

      Empower teams to more effectively use AI to enhance CX across the lifecycle. This means:

      • Developing AI systems in a series of “stepping stones” that can lead to scale—not just proof of concept;
      • Ensuring models can be reused safely, with ethical and transparent practices;
      • Designing the end-to-end workflow needed to get to value quickly—and then outlining where AI systems fit in; and
      • Providing the right tools for teams to collaborate and continuously improve AI-driven customer experiences.

      Thriving in the new era of CX

      The CX revolution isn’t just an opportunity—it’s an imperative. Companies that embrace this new reality—blending technology, humanity, and foresight—will thrive. Those that don’t will be left behind. To succeed, leaders must act with clarity and precision. Here’s how to begin:

      Define the destination. Understand how new CX dynamics—you’ve digitalized, now humanize; customers are in the driver’s seat; predict, personalize, and preempt—are reshaping your industry. Craft a vision rooted in purpose-driven experiences, distinctive value propositions, and predictive, proactive engagement.

      Bridge strategy and execution with a customer VCP. Use the VCP as your north star. Apply private equity-style discipline to link strategy with execution. Focus on attracting, serving, retaining, and growing customer relationships to create sustainable growth while aligning customer outcomes with business success.

      Build a customer-centric foundation. Develop the organizational culture and capabilities required to win. Embed customer centricity at every level, breaking down silos based on powerful new standards to deliver distinctive experiences and measurable business impact.

      The end of CX as we know it? Perhaps. But what comes next could be even better. The future belongs to those bold enough to lead it.

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      Strategie From Laggard to Leader: Desjardins Evolves Member Centricity for the Digital Age

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      Improved Customer Focus Helps ParcelCo Grow Share and Reduce Costs

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      An Automaker Reinvents Customer Experience with a Focus on Key Episodes

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      Wir unterstützen Führungskräfte weltweit, die kritischen Themen in ihrem Unternehmen zu adressieren. Gemeinsam schaffen wir nachhaltige Veränderungen und Ergebnisse.

      Net Promoter®, NPS®, NPS Prism®, and the NPS-related emoticons are registered trademarks and Net Promoter Score℠ and Net Promoter System℠ are service marks of Bain & Company, Inc., Satmetrix Systems, Inc., and Fred Reichheld.

      Bain Insights. Unsere Perspektive auf die kritischen Themen, mit denen sich international agierende Unternehmen konfrontiert sehen, finden Sie monatlich in Ihrem Postfach.

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