Event-Driven Quality

Event-Driven CustomerExperience Measurement

A revolutionary methodology for creating and curating actionable customer loyalty data. Track every customer interaction event to understand what truly drives satisfaction and advocacy.

Revolutionary Approach

The Architect of Customer Experience Measurement

With nearly 20 years of experience in customer satisfaction and loyalty measurement, PROOF Insights has developed a methodology that minimizes customer effort, enlists internal organizational support, and offers directly measurable customer sentiment by event type and its associated internal process.

On the Customer Experience Highway

Customer Purchase Event
Touchpoint
Repurchase or Recommendation

Possible Touchpoints

  • • Customer calls for assistance with a product issue
  • • Customer visits online store to purchase supplies
  • • Customer makes a suggestion for new product change
Quality Management

Event-Driven CX as a Quality Management System

Event tracking becomes an integrated quality management system that tracks quality (performance relative to a standard) as a function of customer and staff experiences.

Indexed & Connected Data

Time series data is highly indexed and connected through events, making it valuable for training algorithms and automating tasks while identifying persistent issues.

AI-Ready Data Structure

Creates high-quality, validated data optimal for training deep learning algorithms, enabling reliable automation of customer communication management strategies.

The Event-Driven Research Process

1

Customer Event Occurs

Event-Driven CS creates an event ID for tracking

2

Customer Completes Survey

Gathered through online form, includes NPS score

3

Employee Completes Record

Pre-determined rules establish the right employee

4

Classified and Connected

Event is routed according to its classification

5

Event Recorder Orders

Root cause information, resolution/status assigned

Evolution of Quality

Customer Experience: An Evolution of Quality Measurement

Over the last 50 years, customer focus has evolved from internally facing processes to externally facing processes, with customer experience measurement becoming the new standard.

Statistical Process Control

Traditional Six Sigma approach focused on internal process optimization and statistical quality control methods.

Customer Satisfaction

Evolution to customer-focused measurement including satisfaction surveys and loyalty tracking programs.

Event-Driven CX

Modern approach capturing real-time customer experiences through event-based measurement and analysis.

Data Structure

Event-Driven Data Structure

The Event-Driven Customer Experience Management System provides data curation and actionability for customer satisfaction and loyalty measurement data.

Root cause analysis data for quality management
Time series data for individual customers and products
Fine-tuning data for LLMs leveraged in business improvement efforts
NPS Driver Analysis - understanding which events cause greatest change

An Unexpected Benefit: Curated Data for Algorithm Training

High-Quality Training Data

Advances in artificial intelligence require high quality data for algorithm training. Poor training data introduces errors, causing algorithms to perform inadequately.

Reliable Automation

The validated data collected through Event-Driven CX can be used for fine tuning LLMs to more effectively automate your business-specific root cause analyses.

Customer Psychology

Why Customer Sentiment is Event-Driven: Everything is an Episode

Understanding how memories are generated helps explain why the Event-Driven Customer Experience Measurement System is designed to record events and their details from both customer and internal staff perspectives.

Semantic Memory

Memories driven by our values, beliefs and knowledge. These memories are unrelated to events or experiences and relate to facts, meanings, and concepts.

Episodic Memory

Information stored relating to episodes or events that personally happen to us. These memories are contextual and known for their ability to affect our behavior.

The Power of Episodic Memories

Anytime customers have experiences, episodic memories are created and stored. Everything is an episode. Every interaction, every time.

These episodic memories have tremendous power in their ability to affect perceptions and generate emotional connections that stick. The episodic memories that are recorded are recalled by the customer whenever they are at the crossroads of repurchase or recommendation.

"When customers reflect on whether to repurchase or recommend, it is the details of these events they will recall and the perception of these events which will make their decision."

Implementation Benefits

The Resulting Benefits

Event-Driven Customer Experience Measurement enables managers to eliminate long, tedious satisfaction systems and quickly understand the processes that generate customer loyalty.

Faster Insights

Eliminate long satisfaction measurement systems and get immediate insights into customer experience drivers.

Focused Action

Identify which internal processes have the greatest likelihood of affecting negative changes in customer perceptions.

Measurable Results

Enable corrective action to be more focused with results that are directly measurable and actionable.

Comprehensive View

Gain clearer picture of interaction components through analysis of comments from both Internal Recorders and Respondents.

AI-Ready Data

Create high-quality, validated data optimal for training deep learning algorithms and automation systems.

Brand Promise Enabler

Enable positive brand identity by helping companies keep their promises to customers through experience optimization.

Ready to Implement Event-Driven Customer Experience Measurement?

Transform your customer experience measurement with our revolutionary event-driven methodology. Create actionable loyalty data and optimize every customer touchpoint.