The Analytics System
The perspective begins
with the book.
Designing Data Foundations, Metrics, and AI for Better Business Decisions.
By Gadiel Guadarrama · Wyckham House
A framework within
a decision system.
The Analytics System examines the structures through which information becomes judgment and judgment informs business decisions. It connects data foundations, metrics, AI and managerial responsibility.
Amazon US · English first edition · Published October 20, 2026.
Retailer pricing, availability and delivery apply.
Customer Love Quotient sits within that larger argument. Understanding customer attachment is one part of the work; connecting the evidence with context and action is another.
The book provides the full conceptual treatment. This companion site develops selected applications without replacing the text, reproducing a chapter or turning it into an abbreviated manual.
For other markets and formats, visit The Analytics System. For advisory work, visit Gadiel Analytics.
What this companion adds
Commercial context.
A continuing discussion.
Here, the discussion stays close to decisions: how teams assess experience investments, investigate retention questions and consider brand or revenue trade-offs.
The applications are selective. They create space to explore commercial judgment while keeping the book as the home of the complete framework.
Explore the applicationsAdvisory through Gadiel Analytics
A specific decision
is a good place to start.
If customer evidence is raising questions about investment, retention or commercial priorities, start with the decision your organization needs to make.
Discuss an application