Lesson 14
AI for Productivity and Organization
AI-generated
- Use AI to summarize long documents and emails
- Create templates and checklists with AI help
- Break down overwhelming tasks into manageable steps
- Use AI for scheduling and planning assistance
- Automate repetitive writing tasks
Modern work drowns us in information. Long emails, complex documents, overflowing inboxes, and endless to-do lists. Reading and processing all of it takes time you do not have.
AI can be a productivity multiplier for these information-heavy tasks. This lesson shows you how to use AI to tame information overload, create reusable systems, and get more done with less mental effort.
The average professional spends over 2 hours a day reading emails. Much of this is inefficient. AI can help you get to the point faster.
Summarizing Documents
Basic summary prompt: "Summarize this in 5 bullet points: [paste text]"
Better summary prompt: "Summarize this document in 5 bullet points. Focus on: main conclusions, action items for me, and anything time-sensitive. [paste text]"
Tailored Summaries
Tell AI what you care about for more useful summaries:
| Your Goal | Prompt Modification |
|---|---|
| Action items | "Focus on any action items or things I need to do" |
| Decisions | "Focus on any decisions that need to be made" |
| Key numbers | "Highlight any important statistics or numbers" |
| Timeline | "Focus on dates and deadlines" |
| TLDR | "Give me the one-sentence summary a busy person needs" |
Extracting Specific Information
Sometimes you need just one thing from a long document:
Prompt: "From this email thread, extract all the dates and deadlines mentioned: [paste]"
Prompt: "What are all the action items in these meeting notes? List who is responsible for each: [paste]"
Prompt: "Find all the questions asked in this email that haven't been answered yet: [paste]"
Processing Email Batches
When you have many similar emails to process:
Prompt: "I have 10 customer service emails. For each one, tell me: (1) The main issue, (2) How urgent it seems, (3) Suggested response approach. Here they are: [paste]"
Why write the same thing repeatedly? AI can create templates and checklists you will use over and over.
Creating Templates
Prompt: "Create a template for [type of email/document]. Include placeholders like [CLIENT NAME] where I'll fill in specifics."
Example: "Create a template for a project status update email. Include sections for: progress since last update, current blockers, next steps, and any help needed."
Creating Checklists
Prompt: "Create a checklist for [task or event]. Include everything from start to finish, organized by category."
Example: "Create a checklist for onboarding a new team member during their first week. Categories: paperwork, equipment, introductions, training."
Improving Existing Templates
If you have a template that is not working well:
Prompt: "Here's my current template for [purpose]. What's missing? What could be clearer? How can I improve it? [paste template]"
Domain-Specific Templates
Project proposals: "Create a one-page project proposal template that covers problem, solution, resources needed, timeline, and success metrics."
Meeting agendas: "Create a meeting agenda template that keeps a 30-minute meeting focused and productive."
Weekly reports: "Create a weekly status report template that takes less than 10 minutes to fill out but covers everything a manager needs to know."
Big projects are paralyzing. The solution is breaking them into smaller pieces. AI is excellent at this.
The Task Decomposition Prompt
Prompt: "Break down [big task] into smaller, concrete steps. Each step should be something I can do in one sitting."
Example: "Break down 'plan a company offsite event for 50 people' into specific tasks I can check off. Organize by category and suggest a timeline."
Getting More Specific
If the initial breakdown is still too vague:
Prompt: "Step 3 ('Arrange catering') still feels big. Break that down further into specific actions."
Time Estimates
Prompt: "For each of these tasks, estimate how long it will realistically take. Be honest, not optimistic. [paste task list]"
Priority Ordering
Prompt: "Put these tasks in the order I should do them, considering dependencies (what has to happen before what) and urgency. [paste task list]"
The Next Action
When you are overwhelmed, sometimes you just need to know what to do next:
Prompt: "I need to [big goal]. What's the single most important next action I should take right now? Just one specific step."
AI cannot manage your calendar, but it can help you think through scheduling challenges.
Realistic Planning
Prompt: "I need to accomplish [list of things] in the next two weeks. Given that I also have [recurring commitments], help me create a realistic day-by-day plan."
Deadline Working Backward
Prompt: "I have a project due on [date]. Here's what needs to happen: [list]. Work backward from the deadline and tell me when I need to start each piece."
Meeting Planning
Prompt: "I need to have a difficult conversation with an employee about [issue]. Help me plan the meeting: what to cover, in what order, and how to phrase sensitive points."
Travel Planning
Prompt: "I'm traveling to [destination] for [purpose] for [duration]. Create a rough itinerary that balances work obligations with realistic rest and meal times."
Buffer Time
Prompt: "Look at this schedule. Where am I not leaving enough buffer time? What could go wrong that I haven't accounted for? [paste schedule]"
If you find yourself doing the same writing task repeatedly, create a reusable prompt.
Building a Prompt Library
Keep a note or document with prompts for your common tasks:
- Weekly status email
- Client follow-up after meeting
- Request for more information
- Polite decline of invitation
- Thank you after interview
The Meta-Prompt
Prompt: "I frequently need to write [type of message]. Create a fill-in-the-blank prompt I can use each time, where I just plug in the specific details."
Example output: "Write a follow-up email to [NAME] after our meeting about [TOPIC]. Thank them for [SPECIFIC THING], summarize the key point we agreed on: [KEY POINT], and suggest next step: [NEXT STEP]. Keep it under 100 words."
Automating with Saved Prompts
Most AI interfaces let you save conversations. Keep a "prompts library" conversation where you store your best prompts for quick reuse.
- Summarize strategically: Tell AI what you care about for better summaries
- Build reusable templates: Create once, use many times
- Break down big tasks: Let AI decompose overwhelming projects into concrete steps
- Plan with AI thinking partner: Work backward from deadlines, add buffer time
- Create a prompt library: Save effective prompts for repetitive tasks
Find a long email or document you have been putting off reading. Try this exercise:
- Paste it into AI with this prompt: "Summarize this in 5 bullet points. Focus on: anything requiring my action, any deadlines, and the main point."
- Read the summary. Then ask: "What are the specific action items from this? List them clearly."
- For the most complex action item, ask: "Break this down into specific steps I can complete."
Time yourself. Compare how long this took versus reading the whole document yourself. Most people save 50-80% of their time on long documents.
- Research on AI productivity gains: https://www.nber.org/papers/w31161
- Email overload statistics: https://hbr.org/2019/01/how-to-spend-way-less-time-on-email-every-day
- Task decomposition effectiveness: https://www.sciencedirect.com/science/article/pii/S0749597823000560