Rethinking Customer Experience: From Journey Orchestration to System Logic

Author: Jan Kempelmann, Market Offering Lead

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7.5.2026

Customer Experience (CX) is undergoing a fundamental shift. Decisions are no longer made along carefully designed journeys. They happen inside systems, algorithms and decision models, often long before a human sees an interface. If you still think of CX primarily through touchpoints, you are optimising in the wrong place. So what does this mean now and over the next two to ten years?

The Break: From Journey Thinking to Decision Logic

CX is facing a structural rupture. Traditional models such as touchpoints, funnels and journeys assume that users move along predefined paths and make decisions step by step. That logic is rapidly losing relevance.
Decisions increasingly happen upstream in systems, algorithms and early autonomous agents. The visible journey is often only the execution of a decision, not its origin.

In the next one to two years, companies will continue to invest heavily in existing CX models such as websites, personalisation and journey mapping. At the same time, it is becoming clear that these measures are losing impact because decisions are already made outside these structures.

Mid-term, journey thinking will become largely obsolete. In the next five to ten years, decisions will emerge primarily in systemic contexts, often without any direct interaction with traditional interfaces. CX shifts from designing interactions to designing decision environments.

The New Reality: Interfaces Lose Power, Systems Take Over

Core CX domains are being redefined:

  • Websites
    become structured sources of reliable information
  • E‑Commerce
    becomes transactional infrastructure, and the shop is no longer where decisions happen but where they are executed
  • Customer Service
    becomes automated through decision logic, and platforms like jd.com already handle up to 90 percent of requests through agents
  • Marketing
    loses the ability to steer decisions along planned journeys

Interfaces remain relevant but lose influence. While companies continue to optimise frontends, AI driven services increasingly pre-shape or pre-empt decisions.

In five to ten years, interfaces will be only one output layer among many. Most decisions will be made or heavily filtered by AI agents. Competition moves behind the surface into data quality, integration capability and system logic.

Brand building will not disappear, but it will change. Brands will matter less through storytelling and more through structural consistency, reliability and credible experiences. A strong brand becomes a safety anchor in uncertain decision contexts.

B2C and B2B: Two Different Dynamics:

  • In B2C
    decisions shift far upstream. Users follow recommendations, defaults and system logic. Journeys are shortened, skipped or abstracted away.
  • In B2B
    the visible journey remains for now through sales, proposals and human interaction. The real decision logic moves into the system layer, where specifications, pricing, availability, compliance and integration are checked before or alongside human interaction.
“Stop optimising Customer Journeys. Decisions will be made long before they ever start.”
Jan Kempelmann
Market Offering Lead, IBM iX

The Real Lever: Data, Rules and Governance

As decisions move into systems, the structural foundation becomes critical:

  • Data models become key differentiators
  • Decision logic such as rules, states and thresholds defines quality
  • Asset content becomes a semantic, machine readable asset
  • Design systems define rules, not only interfaces

What SEO has long taught, such as clean metadata and clear structures, becomes a core principle. Structure determines not only visibility but also whether an offering is considered at all.

Over the next years, companies will overhaul their data and content structures. Early governance models will emerge but remain fragmented. Too often, the focus is on tools rather than underlying models.

Automotive Example:

Comparing two EVs illustrates the issue. Range, charging performance and software features are often defined inconsistently.

– Range (WLTP vs. real world)
– Carging power (peak vs. average)
– Software features (semantically incosistent)

Humans can interpret these differences, but AI agents cannot. Standardised data models make systemic comparison possible:

range_wltp_km = 520
range_real_km = 430
charging_time_10_80_min = 28

Without such structures, offerings will not appear in AI driven decision processes, regardless of brand or storytelling.

The Consequence: CX Becomes an Architecture Discipline

CX evolves from orchestration to architecture. What matters is no longer the quality of individual interactions but the performance of the entire system.

A telecom provider today optimises website, tariff pages, conversion funnels and call centre processes. In the future, the same provider must ensure that external systems and agents can read availability in real time, compare prices and interpret tariffs correctly. Machine readability becomes essential. “Super all net flat with lots of data for only €29.99 per month!” is a negative example because “lots of data” is not quantifiable and price guarantees remain unclear. API availability is equally critical, either directly between brand and LLM application or through aggregators such as comparison platforms. Scraping is a last resort and unreliable.

Short-term, CX will become more intertwined with data, IT and governance. Silos will persist.

Mid to long-term, CX will be fully embedded in system architectures. Boundaries between marketing, product, IT and service will dissolve. Winners will be companies with consistent, interoperable systems, not isolated excellence.

This shift is not only technological but also organisational and governance driven. Shared responsibility for data and systems becomes essential.

Conclusion

Customer Experience is not disappearing. It is changing its location.

We are in a transition. Companies continue to optimise experiences while system based decision logic emerges in parallel. This creates tension between old and new worlds.

In the future, CX will be defined by systems, not interfaces. Decisions will arise in connected ecosystems of data, rules and AI agents. Visible interactions will be the output of this logic, not the starting point.

Retail Example

In Europe, purchase decisions still follow a classic journey of research, comparison and conscious choice. Platforms like Amazon accelerate the process but do not fundamentally change the logic. In China, decisions emerge inside ecosystems like WeChat or Alipay, driven by recommendations, social signals and system suggestions. Users no longer experience a journey but a pre structured outcome.

Europe will move more slowly, shaped by existing structures and mindsets. China already shows the speed of this shift. But even here, the next five to ten years will bring fundamental changes that require a move from journey orchestration to system logic.

 

About the Author

Jan Kempelmann is Managing Partner and Market Offering Lead at IBM iX in the DACH region. He drives digital strategy and transformation with a strong focus on customer experience, data and AI, helping organisations unlock sustainable growth. Prior to IBM iX, he held leadership roles e.g. at Omnicom Media Group and Deloitte Digital, where he led initiatives in marketing technology and data-driven marketing.

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Jan Kempelmann
Market Offering Lead

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