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Papers & Glossary
The method, written down
Growth Architecture treats growth as a system with layers, loops and cadences. This page explains the frame in short, offers the working papers behind it, and defines the terms the studio uses in engagements.
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The framework
Four layers, one operating system
Most growth problems are misdiagnosed because they are read at the wrong layer. A campaign that underperforms is rarely a campaign problem. Growth Architecture separates the layers so the fault can be located before anything is fixed.
01
Strategy layer
The growth thesis: who is served, how the business wins, and what it will not do. Everything below inherits from here.
02
Loop layer
The mechanisms that compound: how value created for one customer produces the next. Loops replace funnels as the unit of design.
03
Operating layer
Roles, decision rights, cadences and metrics. The part that makes the loops run every week without heroics.
04
Automation layer
Tools, data and AI, placed where they carry load. Added last, because automation applied to a broken model multiplies the fault.
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Papers
Working papers behind the method
Loops over funnels
PDF
The Growth Operating Maturity Model
PDF
Decision rights in growth teams
PDF
Where AI carries load
PDF
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Glossary
Terms as the book uses them
Several of these words are used loosely across the industry. Inside an engagement they carry one meaning, and this is it.
Acquisition Loop
A self-reinforcing cycle that brings new customers or accounts into the business. Unlike traditional funnels, acquisition loops generate momentum through mechanisms such as content, referrals, integrations, or reinvested revenue. The loop strengthens as more customers participate.
Activation
The moment when a user experiences the core value of a product for the first time. Effective activation is tied to time-to-value and is one of the strongest predictors of long-term retention.
Activation Loop
A cycle that ensures new users progressively realise value, complete onboarding milestones, and transition into active accounts. A strong activation loop improves retention, monetisation, and referral likelihood.
Alignment (Strategic Alignment)
The degree to which strategy, growth operations, product, data, culture, and execution reinforce one another. Alignment reduces friction, speeds up decision-making, and ensures teams move in a unified direction.
Analytics Layer
The structured data environment - events, identity, cohorts, dashboards - that enables insight generation. This layer ensures that decisions are grounded in measurable customer behaviour rather than subjective interpretation.
Automation Layer
A collection of automated workflows, triggers, and system-to-system integrations that reduce manual work, stabilise operations, and scale processes with consistency. Automation supports human contribution rather than replacing it.
Business Architecture
The foundational structure of how the company creates, delivers, measures, and captures value. Business architecture includes strategy, operating model, financial model, product configuration, and organisational capabilities.
Business Strategy
A coherent set of choices about where to play and how to win. Strategy defines target markets, unique value, competitive position, core capabilities, and long-term direction. Growth must execute and reinforce strategy rather than drift away from it.
Cohort Analysis
A method of evaluating customer behaviour over time by grouping users based on shared characteristics, usually their onboarding date. Cohorts help diagnose retention health, product adoption, and customer value progression.
Compounding Growth
Growth that accelerates automatically as loops reinforce each other. Compounding occurs when activation fuels retention, retention fuels monetisation, and monetisation fuels acquisition or reinvestment.
Customer Experience Blueprint
A structured representation of the end-to-end customer journey, mapping behaviours, triggers, systems, workflows, and expected outcomes. Used to diagnose friction, shape activation, and guide lifecycle orchestration.
Data Model (Growth Data Model)
A structured representation of identities, events, accounts, revenue, usage, and lifecycle stages that enables reliable measurement of loops. A strong data model is essential for predictive analytics, automation, and cross-functional alignment.
Ecosystem (Business Ecosystem)
A network of interconnected customers, partners, integrations, third-party tools, communities, and value streams that reinforce the company’s relevance. Ecosystems scale beyond the boundaries of a single product or growth engine.
Engagement Model
The structured relationship between the company and its customers, ranging from low-touch self-serve to hybrid-touch, high-touch, and dedicated-touch. Engagement models must match ICP, deal size, and product complexity.
Experimentation Framework
A disciplined approach to validating hypotheses through controlled tests. It includes test design, baseline metrics, statistical confidence, and learning integration into product and growth loops.
Expansion Revenue
Revenue generated from existing customers through upsells, cross-sells, tier upgrades, or increased usage. Expansion is a core driver of long-term monetisation loops and net revenue retention.
Growth Architecture
The discipline of designing and orchestrating the structures, loops, workflows, systems, and cultural patterns that produce sustainable growth. It replaces reactive growth hacking with intentional system design.
Growth Engine
The integrated set of loops, systems, data structures, workflows, and teams that collectively produce predictable growth. A growth engine is built, not improvised.
Growth Loop
A system where users’ actions generate further growth, through referrals, usage triggers, compounding engagement, reinvested revenue, or value-driven word of mouth. Loops contrast with funnels by reinforcing rather than depleting.
Growth Model
A structured representation of how the company grows, mapping loops, input metrics, the North Star Metric, constraints, levers, and strategic priorities. The growth model becomes the blueprint for all growth activity.
Growth Operating Blueprint
The end-to-end architecture connecting strategy, loops, data, automation, operating rhythms, governance, and culture. It defines how the company grows across every stage.
Growth Operating Maturity Model
A stage-based assessment of the organisation’s growth capabilities, from foundational clarity to advanced ecosystem orchestration. Used to diagnose gaps and define evolution paths.
Identity Stitching
The process of unifying multiple user identifiers - email, device ID, CRM ID - into a single reliable entity record. Essential for accurate analytics, segmentation, personalisation, and lifecycle automation.
Lifecycle Orchestration
The coordinated management of customer experience across all stages: awareness, acquisition, activation, retention, monetisation, and advocacy. Orchestration ensures consistency across teams and systems.
Monetization Loop
A self-reinforcing cycle where revenue generation fuels improved product, expanded reach, and reinvestment into growth. Monetisation loops often include pricing, packaging, expansion, and financial triggers.
North Star Metric
The single metric that best reflects sustained value delivery to customers. It aligns teams around long-term outcomes rather than short-term outputs.
Operating Model
The practical implementation of strategy through roles, processes, governance structures, cadences, decision pathways, and accountability mechanisms. The operating model determines execution quality.
Operational Debt
The accumulation of outdated processes, manual tasks, inconsistent workflows, and legacy tools that slow down execution. Operational debt must be addressed during audits and redesign phases.
Predictive Analytics
The use of historical and real-time data to anticipate user behaviour, such as churn, expansion readiness, or activation challenges. Predictive analytics powers proactive lifecycle automation.
Retention Loop
A cycle where product usage, value realisation, and habit formation reinforce long-term customer engagement. A strong retention loop reduces acquisition pressure and improves monetisation.
Stewardship (Ecosystem Stewardship)
The leadership mindset required in ecosystem-scale organisations. Stewardship prioritises enablement, trust, and collaborative value creation rather than control.
Systemization
The process of formalising and stabilising loops, workflows, and data structures so the organisation can scale without amplifying chaos. Systemisation transforms experimentation into repeatable execution.
Time-to-Value
The timeframe in which a new user experiences meaningful value. It is a leading indicator of activation success and a predictor of long-term retention.
Value Proposition
The core promise of benefit that a product delivers to its customers. In growth architecture, the value proposition dictates activation design, lifecycle messaging, and loop structure.
Need help applying any of this
Reading the method is one thing, installing it in a working business is another. Tell us where you are stuck and we will say whether we can help, and how.