Clear definitions for the concepts, frameworks, and analytical terms used across GII research.
Equity research that uses artificial intelligence to support evidence gathering, document organization, comparison, consistency testing, and workflow management while preserving human source verification, judgment, accountability, and editorial responsibility.
An assessment of whether reported revenue, margins, cash generation, and earnings reflect durable economic performance rather than temporary, nonrecurring, or weakly supported results.
The revenue, cost, contribution, return, and cash characteristics of a store, customer, product, franchise, or platform unit.
The repeatable combination of people, processes, technology, incentives, data, supply, and decision rules that allows a company to coordinate and improve performance across locations, channels, and markets.
A GII framework examining how companies reduce decision, fulfillment, replication, reaction, organizational-learning, and capital-amplification time.
A six-layer framework evaluating how restaurant companies progress from product and operations control toward traffic, data, relationship, and decision control.
The ability to influence what customers choose, when they choose it, and how the operating system allocates resources using direct relationships, data, and decision capabilities.
A diagnostic framework for evaluating whether a restaurant concept can scale in the United States through demand depth, operating scalability, infrastructure readiness, unit economics, and brand decision power.
Consumer activity in which digital systems, payments, data, logistics, automation, and artificial intelligence connect to real-world products, locations, services, and fulfillment.
The organizational, financial, governance, reporting, strategic, and investor-communication preparation required before a company seeks institutional capital or public-market participation.
A company that has moved beyond initial formation but is still building repeatable economics, organizational capacity, market reach, and capital readiness.
A research portfolio used to test analytical methods and document decisions without representing an actual client account, investment product, or personalized recommendation.
These definitions summarize how GII uses each term. They do not replace the fuller methodology, chapter, framework, or research publication linked with each entry.