Reference
The Glossary
Every named framework, trap, and archetype from AI-Powered Growth: Stop Guessing and Systematize Your Go-to-Market, each with its own page.
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The "100 Interns" Mindset
Treating AI as a fleet of tireless assistants that absorb the Drag work, so a person's time goes to judgment, relationships, and creative problem-solving instead.
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The Analyzer (Level 3)
Aware but overwhelmed. Data is everywhere and insight is nowhere, so reports get longer while decisions get slower.
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The Cassandra Dilemma
Seeing a systemic problem clearly from a seat with no authority to fix it, and being ignored anyway. Named for the mythical prophet cursed to see the truth and never be believed.
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Coaching Debt
Skill decay that quietly accumulates behind a green dashboard, invisible until the report finally turns red and the team has forgotten how to do the job without the process propping them up.
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Drag Addiction
Continuing to do low-value, repetitive work by hand long after AI has made it unnecessary, sometimes from habit, sometimes to protect the last visible proof a job still needs a human.
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Empowering Augmentation
Quadrant 2 of the Four Quadrants of Automation: moderate productivity gains paired with high humanity. AI clears the friction; people keep the judgment calls.
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The Enabler (Level 5)
AI-capable. The organization doesn't just use AI, it thinks in systems, and growth becomes predictable, scalable, and human-centered.
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FIRE Framework
A method for prioritizing qualitative feedback by scoring it on Frequency, Intensity, Risk, and Evidence, so the loudest complaint doesn't drown out the one that actually matters.
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Foolproof Systems
Quadrant 3 of the Four Quadrants of Automation: high productivity bought by locking a process down so tightly that people can no longer think, adapt, or contribute inside it.
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Guerilla Tactician
Someone who stops waiting for a top-down mandate and quietly builds small, unauthorized systems that prove a fix works, then hands the credit to the system instead of themselves.
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The Guesser (Level 1)
Accidental success. No repeatable process, so wins feel random because they are, and growth depends entirely on heroic individual effort.
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Job Stripping
Quadrant 4 of the Four Quadrants of Automation: automation that removes people from the loop entirely to chase productivity alone, at the cost of trust and institutional knowledge.
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The Manager (Level 2)
The Activity Trap. Processes exist, but they measure motion instead of progress, and busyness gets mistaken for productivity.
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Personal Gravity Well
The pull of old, low-value habits, chief among them Drag Addiction, that keeps dragging individuals back even after a system no longer requires them.
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Shadow Pilot
A quiet, two-week experiment run on a real pain point using only your own accounts, instead of a formal pilot program that would need budget and approval.
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The Systematizer (Level 4)
AI-powered. Systems handle pattern recognition, data synthesis, and routine decisions, so humans can focus on strategy, relationships, and creative problem-solving.
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Transformative Expansion
Quadrant 1 of the Four Quadrants of Automation and the ultimate goal: high productivity and high humanity working together, with AI handling complexity so people can focus on what only people can do.
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Watermelon Report
A dashboard that's green on the surface and red underneath: KPIs met, quota hit, adoption rolled out, while morale, skills, and the real work quietly fall apart.
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