Stages of CX Operational Excellence

Five stages of customer experience maturity for large companies, each unlocked by a specific investment. Locate your organization by its hallmark, then fund the unlock rather than the stage above it.

Two sheets, US Letter landscape. Print this page directly (landscape, no margins, background graphics on) or download the PDF. Companion reference: CX Operating Model.

Dieter Davis · Customer Experience Analytics · Sheet 1 of 2

Stages of CX operational excellence for large companies

Five stages, each unlocked by a specific investment. Locate your organization by its hallmark, then fund the unlock rather than the stage above it.

1Basic CXTools exist, use is ad hoc

Listening tools and CX platforms are deployed and used only for the most egregious issues reported by Customer Service.

HallmarkAt least one team uses the tools sporadically. At worst, several teams hold redundant licenses, such as separate Qualtrics instances per LOB or brand.

OwnerNo one. Whoever bought the license.

2CX InitiativeA sponsor and a mandate

An existing executive sponsors a central CX effort, or a customer-centric leader is hired and carries it as part of a wider role: Chief Experience Officer, CIO, COO.

HallmarkPlatforms begin to centralize. One person or a small group holds a mandate to streamline efforts and make CX data a trusted source.

OwnerExecutive sponsor with a nascent team.

3CX MatureCentralized, embedded, trusted

CX Analytics team established

Multiple tools are centralized. Working relationships exist with business leaders and director-level operations across the matrix.

HallmarkEvery request is supported by the platform team. New projects include CX tooling in the launch plan, both instrumentation and launch monitoring.

GapProactive work is sporadic, done by the occasional employee or CX Analytics partner.

OwnerCX Analytics, reporting to the sponsor.

4CX ProactiveMining for dollar wins

CX SWAT team formed

A dedicated person or small team mines the CX analytics and brings sized opportunities to business teams, unasked.

HallmarkOpportunities are quantified in dollars, A/B tested or fixed with the product manager, and monitored to confirm value. A wins dashboard is kept; each partner team reports its wins to its own leadership.

OutputYear-end summary of revenue gains, conversion increases and operational cost savings.

OwnerCX SWAT, with CX Analytics as its platform partner. New internal clients are recruited with opportunities in hand.

5CX StrategicCX informs where the business goes

Larger data sets are mined and combined with outside market research to advise on new market opportunities and shifts in the business.

HallmarkCX insight is an input to decisions about the changing economy, customer behavior, current events and competitive moves. CX holds a stake at every level, from operations through business development.

OutputMarket and portfolio recommendations, not only product fixes. CX leadership sits in planning and business development conversations as a standing member.

OwnerCX leadership at the executive table.

Posture

Reactive, scatteredReactive, centralizingReactive, embeddedProactiveStrategic

Value delivered

Worst issues containedTrusted data, fewer licensesEvery launch instrumentedValidated $ wins each yearMarket direction

Dieter Davis · Customer Experience Analytics · Sheet 2 of 2

Each stage in detail, and what unlocks the next one

The unlock column is the investment decision. Each one is a prerequisite, not an aspiration.

Stage

What it looks like

Who owns it

Tooling and data

What unlocks the next stage

1 · Basic CXTools exist, use is ad hoc

Basic listening tools and ad hoc CX platforms are in place. They are opened only when Customer Service escalates an egregious problem. Use is sporadic and dependent on individuals.

No one formally. The license sits with whichever team bought it. Customer Service is the de facto trigger.

Redundant licenses across LOBs and brands. No shared dataset. Findings live in individual inboxes and slide decks.

An executive puts their name on CX. A license inventory shows the cost of redundancy and the absence of a trusted number.

2 · CX InitiativeA sponsor and a mandate

An existing executive sponsors a central CX effort, or a customer-centric leader is hired and carries CX as a portion of their duties. A streamlining mandate is issued.

The executive sponsor (Chief Experience Officer, CIO, COO or similar) plus one person or a small team with the mandate.

Platforms start to centralize. The team works to make CX data a trusted datasource: consistent definitions, one place to look.

Consolidation finished. A request intake with an SLA. CX tooling written into the standard launch checklist for every product.

3 · CX MatureCentralized, embedded, trusted

Tools are centralized. Relationships with business leaders and director-level operations mean every request is supported, and every new project launches with CX tools for instrumentation and monitoring. Proactive work is occasional and personal.

The CX Analytics platform team, serving every LOB, geography, brand and channel as a shared service.

One central repository. Session replay (quant) and listening platforms (qual) deployed consistently and reliably across products.

CX Analytics handling 100% of inbound requests. One named person freed from the queue to mine for opportunities. Product managers willing to A/B test.

4 · CX ProactiveMining for dollar wins

A single employee or small team mines the CX analytics and hands quantified opportunities to business teams. They recruit new internal clients with opportunities in hand. A shared wins dashboard lets each team report upward; a year-end summary totals revenue, conversion and cost-saving gains.

CX SWAT, partnered with CX Analytics and working directly with product managers.

Same platforms, used offensively: complaint mining, population sizing, dollar conversion, A/B test and post-release monitoring.

A multi-year record of validated dollar wins. Access to larger data sets and outside market research. A standing seat in planning and business development.

5 · CX StrategicCX informs where the business goes

Larger data sets are mined and combined with external market research to advise on new market opportunities, shifts to the business, and ways to evolve with a changing economy, customer behavior and current events. CX has a stake at every level, from operations to business development.

CX leadership at the executive table, with Analytics and SWAT as the engine beneath it.

CX data joined to market, financial and competitive data. Longitudinal views across years, segments and markets.

This is the top of the path. The work from here is to keep stages 3 and 4 funded, since strategic credibility rests on them.

How to use this page

Find the hallmark that describes your organization today. Then read the unlock in that row. That is the next investment. Skipping a stage usually means the stage above collapses back into reactive work within a year.

Where most large companies sit

Between stages 1 and 3, often with pockets of stage 4 energy from individuals. The move from 2 to 3 is the hardest culturally, because it asks LOBs to give up their own licenses.

The two teams

Stage 3 is where CX Analytics is established as a shared service. Stage 4 is where CX SWAT is formed on top of it. Their roles, loop and partners are on the companion reference.