The Adaptive CX Playbook (PDF)
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What You'll Gain
Practical and actionable tools for adaptive CX design
Built on proven methodologies from years of CX transformation work
Ready for immediate use in your team's workflows
Practical and actionable
Designed for immediate implementation in your team's workflows.
Fast delivery
Get your tools quickly so you can start creating adaptive moments.
Kairos-quality
Built on proven methodologies from years of CX transformation work.
Practical and actionable
Designed for immediate implementation in your team's workflows.
What is Adaptive Customer Experience?
The Adaptive CX Model is a continuous loop that turns static journeys into experiences that respond to what is actually happening.
Four connected pillars — Detect, Decide, Respond, Learn — that give teams a shared language and operating model for designing services that adapt to real customer signals, not assumed ones.
Use the deck in a workshop
See how to use the Kairos Adaptive Moments deck in team workshops to identify and prioritise customer friction moments.
Most AI in CX fails not because the technology is wrong, but because it acts on assumed journeys rather than real signals. Adaptive CX changes that — it reads what is actually happening for each customer, decides what is true enough to act on, and responds at the right level of autonomy. Then it learns. Every resolved moment feeds back into the system, tightening signal quality and unlocking smarter responses over time.
Learn the full framework →
Adaptive CX design
Adaptive CX sits at the intersection of three critical dimensions. Understanding where your customers struggle is just the start — you need real-time data signals to trust, and the operational capability to actually change the service in that moment.
Moments
Where do your customers struggle or have the most potential to be delighted?
Data
Do you have signals reliable enough to trust and act on in real time?
Behavior
Can your service actually change quickly enough to respond to what's happening?
28 moments across the full CX journey
Each card captures a typical high-value friction point. Use them to audit your existing journey or spark ideas for new adaptive moments.
Acquisition
7 cards
Moments where potential customers first encounter your brand — from ad misalignment to onboarding drop-off.
Conversion
7 cards
Friction points that prevent customers from completing a purchase, sign-up, or commitment.
Usage
7 cards
High-value moments during product or service use — where experience quality is proven or lost.
Retention
7 cards
Moments that determine whether customers stay, renew, advocate, or churn.
All 28 moment cards — front and back — plus companion workshop cards
A selection of the cards
1 of 5
Acquisition: Intent Mismatch (Front)
1 of 28 moment cards. A friction moment where a customer arrives from an ad with a specific expectation — but the landing page doesn't align. The front of each card captures a real CX moment your team can discuss, prioritise, and redesign.
Practitioners love our toolkit
“Working with Kairos helped us reframe customer experience as something adaptive, not fixed. The card deck gave our team a practical way to spot opportunities”
Sarah Mitchell
Head of Customer Experience
“It helped us turn abstract CX conversations into something much more practical”
Jane Carter
Digital Product Head
“The framework made complex CX thinking feel tangible and usable”
Priya Shah
Service Design Lead
“It gave us a smarter way to think about customer journeys, not as static flows”
Lukas Weber
Customer Experience Director
About this product
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