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The Uncommon Business Framework Reference Sheet
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Framework № 05 · The AI Efficiency Ladder

The AI Efficiency Ladder

Your roadmap from asking questions to building systems that run themselves.

01
On-the-Fly Prompting
Ask AI anything in the moment.
Power
You can throw anything at it. No setup required.
Limitation
You rebuild context every time. AI forgets you instantly.
Practical example
"Help me write a response to this angry customer email."
↓ Unlocks
02
Repeatable Prompts
Save prompts that work.
Power
You stop recreating the wheel. What works once, works every time.
Limitation
Still explaining who you are. AI doesn't know your voice or standards.
Practical example
Your saved "weekly status update" prompt with [PROJECT] and [WINS] blanks.
↓ Unlocks
03
Custom AI Projects
Train AI on your rules, voice, and data.
Power
AI that thinks like you — knows your tone, standards, and context.
Limitation
Best for recurring needs. Requires upfront investment to train properly.
Practical example
Your Proposal Generator that knows your services, pricing, and tone without being briefed.
↓ Unlocks
04
Automation & Agents
Set it up once. It runs without you.
Power
Maximum leverage. Time back. Systems running while you sleep.
Limitation
Must master Levels 1–3 first. Agents on weak foundations fail at scale.
Practical example
Meeting ends → transcript processed → tasks added to Notion → team notified. Zero manual steps.