Today, CX leaders are under pressure to deliver seamless, connected journeys, yet many organizations continue to struggle despite heavy investment in CX technology.
Thanks to the decreasing prices of tools, intelligence, and automation, CX is now constrained by operating models that fragment data, ownership, and execution across teams.
As a result, CX has become an operating model problem, forcing organizations to rethink how customer work is coordinated, governed, and delivered across increasingly complex systems, teams, and channels.
Speaking with CX Today, Jessica Keehn, CMO at SAP, argues that the real obstacle to better CX is not insufficient intelligence, but the inability to orchestrate that intelligence across fragmented systems, teams, and data sources.
She said:
“The goal for brands should not be to introduce more agents, but to connect the right agents around a shared source of truth so teams can act faster and with less friction.”
The Coordination Gap Beneath Modern CX
Many CX failures often originate long before the customer notices them, as organizations attempt to coordinate growing numbers of tools, platforms, and systems across multiple departments.
As these technologies expand, operational complexity increases, with disconnected tools creating fragmented processes, unclear accountability, and limited visibility into customer-related tasks.
From here, a gap emerges in which CX teams are expected to deliver seamless outcomes without the authority or operational structure to coordinate the underlying systems effectively.
“Companies need a clear inventory of agents, defined access controls, visibility into what each agent is doing, and confidence that every agent is operating safely,” Keehn explained.
In the absence of governance, organizations struggle to understand how decisions are made, as visibility into customer data locations and the systems responsible for critical actions is lacking.
As a result, this fragmented environment makes it difficult to maintain consistency across customer journeys, especially when multiple teams independently deploy their own AI or automation capabilities.
This can cause unwanted friction visibility in the journey, as customers are not meant to experience this complexity directly.
Keehn said:
“That complexity should take place behind the scenes, so the user experience feels simple.”
However, many organizations unintentionally expose internal fragmentation through inconsistent service experiences, repeated handoffs, and disconnected interactions.
As a result, customers are often made aware of operational silos when they are required to repeat information, wait for teams to coordinate internally, or receive conflicting responses from different systems.
For a customer, these problems reflect failures in orchestration rather than failures in customer-facing technology alone.
This growing operational burden therefore affects the employees responsible for delivering customer outcomes, where modern CX environments often require workers to navigate multiple systems and workflows simply to complete a single task.
“A marketer should not have to know which agent can identify a key audience, check inventory, generate content, adapt a campaign, or trigger the next best action,” explained Keehn.
When employees are required to manually manage system complexity, efficiency declines, and coordination gaps increase.
From here, this reveals the deeper operating model problem: organizations are continuing to add tools and automation layers without redesigning their environments in accordance.
Fragmentation Is the Enemy of Experience
Many CX challenges can primarily be traced back to fragmented data and disconnected operational systems spread across the enterprise, where teams operate independently by using separate platforms, workflows, and reporting structures.