Diagnose · Design · Deliver
The Frameworks
Four interlocking frameworks that move you from guessing to systematizing. Each one builds on the last to create a complete operating system for AI-powered growth.
Framework 1
Five Stages of Growth Maturity
Every growth team sits on one of five levels. Most think they're higher than they are. The staircase shows the journey from accidental success to AI-capable operations.
The Guesser
Accidental Success
No repeatable process. Wins feel random because they are. Growth depends entirely on heroic individual effort, and nothing is documented or transferable.
The Manager
The Activity Trap
Processes exist but they measure motion, not progress. Teams are busy but the busyness is mistaken for productivity. Meetings multiply. Dashboards appear. Nothing changes.
The Analyzer
Aware but Overwhelmed
Data is everywhere but insight is nowhere. The team knows something is wrong but can't pinpoint what. Analysis paralysis sets in. Reports get longer. Decisions get slower.
The Systematizer
AI-Powered
Systems do the heavy lifting. AI handles pattern recognition, data synthesis, and routine decisions. Humans focus on strategy, relationships, and creative problem-solving.
The Enabler
AI-Capable
The organization doesn't just use AI — it thinks in systems. Growth is predictable, scalable, and human-centered. The team enables others to operate at this level too.
Find out which level you're really on.
Take the Growth Maturity QuizFramework 2
Four Quadrants of Automation
Not all automation is equal. Two axes — productivity and humanity — create four possible outcomes. Most companies land in the wrong quadrant.
High Humanity
Empowering Augmentation
Moderate Productivity + High Humanity
The growth path. AI augments human capability without replacing judgment. People get better at being people. This is where the journey begins.
Transformative Expansion
High Productivity + High Humanity
The ultimate goal. Maximum productivity and maximum humanity working together. AI handles complexity so humans can focus on what only humans can do.
The destination
Foolproof Systems
The First Trap — Constrains People
Systems designed so tightly that people can't make mistakes — or contributions. Creativity is sacrificed on the altar of consistency. Teams become operators, not thinkers.
Job Stripping
The Second Trap — Replaces People
Automation that removes humans from the loop entirely. High output, zero empathy. Customers become tickets. Relationships become transactions. Short-term gains, long-term collapse.
Low Productivity
High Productivity
Low Humanity
Framework 3
Pyramid vs. Pottery Shards
Most teams confuse the artifacts of work with the work itself. The distinction changes everything about how you build and measure growth.
The Pyramid
The Real Work
- Strategy and vision
- Critical thinking and analysis
- Decision-making under uncertainty
- Relationship building
- Creative problem-solving
This is the work that actually moves the needle. It requires judgment, empathy, and context that only humans bring.
The Pottery Shards
The Artifacts
- Templates and playbooks
- Dashboards and reports
- Slide decks and documents
- Spreadsheets and trackers
- Status updates and summaries
These are evidence that work happened — not the work itself. Teams drowning in shards feel productive but aren't moving forward.
"The most dangerous mistake in growth is confusing artifacts of work with the work itself."
AI should automate the shards so your team can focus on the pyramid.
Framework 4
The AI Growth Stack
Four layers that turn raw data into intelligent action. Each layer depends on the one below it. The quality of your stack determines the quality of your growth.
The Action Layer
"The Hands"Where insight becomes execution. Automated workflows, triggered campaigns, personalized outreach, and real-time adjustments. The system acts on what it knows.
The Intelligence Layer
"The Brain"AI and analytics that turn data into insight. Pattern recognition, predictive scoring, segmentation, and anomaly detection. This is where AI earns its keep.
The System of Record
"The Memory"Your CRM, data warehouse, and unified customer profile. The single source of truth. Without clean, connected memory, the brain has nothing to think about.
The Ingestion Layer
"The Ears"Every touchpoint, signal, and data source feeding into the system. Web analytics, product usage, email engagement, call transcripts, social signals. Garbage in, garbage out.
The Golden Rule
"How hard is it to get data OUT and INTO the next layer?"
The answer to this question at every boundary determines whether your stack is a growth engine or a collection of expensive tools.
Ready to Apply These Frameworks?
The book goes deeper into each framework with real-world examples, implementation guides, and the thinking behind the thinking.