🗂️ Map Your Tasks and How Long Each Takes
You can’t optimize what you’ve never taken a hard look at. The assessment starts with an honest list: what do you actually do in a week? For a few days, write down each task and how long it takes. What repeats shows up on its own — and that's where AI has the most to gain.
List everything from one week
Emails, reports, meetings, spreadsheets, customer support. Nothing is too small.
Write down how long each one takes
Minutes per day or hours per week — a rough estimate is enough.
Mark what repeats
A task that comes back every week in the same format is the top candidate.
✂️ Separate: human judgment × repeatable work
With the list in hand, apply a filter: what do only you do because it requires judgment — context, relationships, decisions — and what’s mechanical and always the same? Repetitive work is where AI shines. The judgment stays yours; AI speeds up the work around it, not replaces it.
✓ Human judgment
- ✓Choose the right tone for a difficult client.
- ✓Prioritize what matters when everything is urgent.
- ✓Read the context and relationship behind a request.
✗ Repeatable / mechanical
- ✗Turn bullets into a structured email.
- ✗Summarize a meeting or a long document.
- ✗Fill out the same report template every week.
🎯 Where AI adds the most value in your role
Today’s AI is especially strong at a handful of actions that show up in almost every profession: write, analyze, summarize, draft, and search. Look at your list of repeatable tasks and mark which ones fall into these categories — that’s where the first gains show up fastest.
🧠 The five ways AI adds value
No matter your profession, these verbs keep recurring — and they’re exactly where AI speeds up the work.
- •Write: emails, proposals, posts, descriptions.
- •Analyze: find patterns in data, spreadsheets, feedback.
- •Summarize: meetings, documents, long threads.
- •Draft: the first version of anything.
- •Search: gather and organize scattered information.
🧮 Impact × Effort Matrix
Not every repeatable task is worth the effort right now. Consider two questions: how much this gives me back (impact) and how difficult it is to integrate AI (effort). The 2×2 matrix below points to the right quadrant on its own: high impact, low effort—start there.
Prioritize the high-impact / low-effort quadrant—illustrative diagram.
🥇 Choose Your First Target
Resist the urge to tackle everything. Choose a task: the one with a clear pain point, that repeats, and sits in the winning quadrant. One target helps you learn quickly, measure for real, and have a win to show—instead of five half-finished projects.
💡 Practical tip
Complete the sentence: "Every week I spend ___ hours on ___, and it's always the same." If you can fill it in without much thought, you've found your first target. Start small—one task, not a department.
🏁 Define “done” — your North Star metric
Diagnosis without a metric becomes opinion. Before you start, tie the target to a number: time spent, tickets resolved, proposals sent. This is your North Star—it tells you whether AI truly helped and gives you proof to show.
📐 What a good metric looks like
Choose your target and write the goal as a before-and-after number. Examples:
Self-recovery (optional): what’s the first step to integrating AI into your profession?
✅ Module Summary
Next Module:
2.2 — Accelerate Your Production with AI