Know What to Automate First: Start with Repeated Tasks
AI-002 · I Think I Need Help · Start-UpThe Problem
The founder wants AI to save time but does not know which task to apply it to first. They may chase tools instead of identifying the repeated work that creates the most pressure.
The Solution
Teach the founder to begin with repeatable work: messages, summaries, checklists, FAQs, follow-ups, content drafts, meeting notes, and simple research. The right first task should be frequent, low-risk, and easy to review.
Your Small Change
Use the Repeated Task Finder to identify one task that happens at least twice a week and create a simple AI prompt for it.
The Lesson
WHY THIS MATTERS
AI CAN SAVE YOU HOURS IF YOU TARGET THE RIGHT TASKS FIRST. WITHOUT A CLEAR PLAN, YOU MAY SPEND MORE TIME SEARCHING FOR TOOLS THAN YOU SAVE BY USING THEM. THIS LESSON WILL GUIDE YOU TO IDENTIFY ONE REPEATED TASK THAT CREATES THE MOST PRESSURE AND TURN IT INTO AN AI-ASSISTED SOLUTION.
YOUR WORKSHEET
USE THE REPEATED TASK FINDER BELOW. FILL IN EACH FIELD WITH ONE TASK FROM YOUR BUSINESS. KEEP IT SIMPLE AND FOCUS ON WHAT HAPPENS AT LEAST TWICE A WEEK.
1. TASK NAME:
2. DEPARTMENT/AREA:
3. FREQUENCY (times per week):
4. TIME SPENT (minutes per instance):
5. RISK LEVEL (low/medium/high if automation could cause errors):
6. REVIEWABILITY (easy to check results?):
7. AUTOMATION OPTION (AI, template, delegate, or leave):
8. SAMPLE PROMPT:
BEFORE YOU START
SET A 15-MINUTE TIMER. WRITE DOWN EVERY TASK YOU REPEAT IN THE NEXT MINUTE—MESSAGES, CHECKLISTS, EMAILS, RESEARCH, ETC. DON’T FILTER YET; JUST LIST. THIS CREATES YOUR MASTER LIST.
YOUR 48-HOUR COMMITMENT
BY FRIDAY AT 5 PM, COMPLETE THE REPEATED TASK FINDER FOR ONE TASK THAT OCCURS AT LEAST TWICE A WEEK. DRAFT A SIMPLE AI PROMPT (ONE SENTENCE) AND RUN A QUICK TEST (e.g., generate a response for one instance). RECORD THE RESULT IN THE WORKSHEET.
1. LIST REPEATED TASKS BY DEPARTMENT OR WORK AREA
- Open a new document titled “Repeated Task Finder.”
- Divide it into sections: Sales, Customer Support, Operations, Marketing, Finance, etc.
- Under each heading, write every task you repeat weekly. Example: *Sales* – “Send follow-up email after demo.”
2. SCORE EACH TASK FOR FREQUENCY, TIME, RISK, AND REVIEWABILITY
- For each task, rate:
- Frequency (1 = <1x/week, 5 = ≥5x/week)
- Time (1 = <2 mins, 5 = ≥30 mins)
- Risk (1 = low risk, 5 = high risk of error)
- Reviewability (1 = hard to verify, 5 = easy to check)
- Example scoring for “Send follow-up email after demo”: Frequency 4, Time 2, Risk 1, Reviewability 4.
3. IDENTIFY THE BEST FIRST AUTOMATION CANDIDATE
- Look for the highest Frequency and Reviewability scores, lowest Risk, and moderate Time.
- Prioritize tasks that are low-risk and easy to verify after automation.
4. DECIDE WHETHER TO AUTOMATE, TEMPLATE, DELEGATE, OR LEAVE ALONE
- Automate if the task is frequent, low risk, and you can create a clear AI prompt.
- Template if the output is consistent but requires human final approval.
- Delegate if the task is time-consuming but not repetitive enough for AI.
- Leave alone if the task is high risk or unique.
5. DRAFT THE FIRST PROMPT
- Keep the prompt concise: “Summarize the key takeaways from the demo notes and suggest three follow-up questions.”
- Use the task name as the context.
6. RUN A SMALL TEST AND RECORD THE RESULT
- Copy the prompt into your AI tool (e.g., ChatGPT).
- Paste one real instance of the task’s input (e.g., demo notes).
- Evaluate: Is the output accurate? Does it need minor editing? Record “PASS” or “REVIEW” in the worksheet.
WHY THIS WORKS
BY FOCUSING ON A LOW-RISK, HIGH-FREQUENCY TASK, YOU QUICKLY SEE VALUE FROM AI WITHOUT OVERHAULING YOUR SYSTEMS. THE SCORING MATRIX HELPS YOU MAKE OBJECTIVE CHOICES, AND THE TEST ENSURES YOU UNDERSTAND THE AI’S OUTPUT BEFORE FULL AUTOMATION.
YOUR 48-HOUR COMMITMENT
BY FRIDAY AT 5 PM, COMPLETE THE REPEATED TASK FINDER FOR ONE TASK THAT OCCURS AT LEAST TWICE A WEEK. DRAFT A SIMPLE AI PROMPT (ONE SENTENCE) AND RUN A QUICK TEST (e.g., generate a response for one instance). RECORD THE RESULT IN THE WORKSHEET.
END OF LESSON
Structure
1. List repeated tasks by department or work area
2. Score each task for frequency, time, risk, and reviewability
3. Identify the best first automation candidate
4. Decide whether to automate, template, delegate, or leave alone
5. Draft the first prompt
6. Run a small test and record the result
2. Score each task for frequency, time, risk, and reviewability
3. Identify the best first automation candidate
4. Decide whether to automate, template, delegate, or leave alone
5. Draft the first prompt
6. Run a small test and record the result
Your Primary Asset
Repeated Task Finder
🎯 What to produce: One high-frequency, low-risk task and a tested first prompt.
Your Next Step
Build your first repeated-task prompt.
Details
| Content Type | Short lesson + worksheet |
| Access Tier | Start-Up |
| Learner Time | 15–25 min |
| Primary Asset | Repeated Task Finder |
Quiz Status
⏳ Not taken yet
Production
| Est. Production | 5.0–7.0 hrs |
| Status | Not Started |
📝 Knowledge Check
Pass 5/6 to complete · Unlimited retries
📋 Record Your Completion
Describe what you produced from this asset. What did you create, try, or implement?