What should a modern CX intelligence program actually measure?
Move beyond isolated CSAT and NPS reporting into health, friction, journey signals and operating actions.
Recommended first editorial pillar
Insights & Resources
Practical thinking for teams responsible for customer outcomes.
Research, operating frameworks and implementation guidance for Customer Experience, Customer Success, Support, Voice of Customer, churn prevention and responsible AI adoption.
Customer ExperienceCustomer SuccessAI ReadinessVoice of Customer
INSIGHTS → EVIDENCEDemo workspace
OUR EDITORIAL RULE
Useful enough to apply.
We focus on the operating questions teams actually need to answer — then show how the same thinking connects back to real customer evidence.
01UnderstandFrameworks and operating questions
→
02TestUse your own customer signals
→
03ActTurn evidence into a decision
From framework to evidence
Read the idea. Then test it against your own customer operation.
The resources explain how to think about customer health, Voice of Customer and AI. CX Lab applies the same frameworks to your own workspace data.
app.cxconsultinglab.com/insights
Explore by topic
Start with the operating question in front of you.
Use the library to move from a CX question to a practical framework — then connect that framework back to customer evidence in CX Lab.
Latest thinking
Build better customer decisions one operating question at a time.
Our strongest topics sit where strategy meets execution: what to measure, how to interpret the signal, and what to change next.
How to decide which customer workflows should use AI.
A practical framework for separating automation, AI assistance and human-led customer moments.
Recommended editorial pillarWhat belongs in a customer health score — and what does not?
How to build a health model that explains risk instead of simply assigning a color to an account.
Recommended editorial pillarNeed an answer from your own data?
Discuss CX Lab
The framework is useful. Your customer evidence is better.
Use CX Lab to ask the customer operation directly and see the evidence behind the answer.