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AI Foundation School/Phase 2: Quick Wins & Confidence

Module 4: AI Productivity & Workflow Automation

1-2 daysShow real-life usefulness of AI

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1-2 days
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AI as Your Productivity Partner

AI is not just for data scientists and engineers — it is a productivity tool for everyone. You can use AI to draft emails, summarise long documents, create meeting agendas, generate study notes, translate content, and automate repetitive writing tasks. The key is knowing when AI saves time and when it does not.

Real Productivity Use Cases

  • Summarise a 20-page report into key bullet points in 30 seconds
  • Draft a professional email from rough notes
  • Convert meeting notes into structured action items
  • Generate a study guide from lecture content
  • Translate a document while preserving tone and context
  • Create a first draft of a proposal or business plan

When AI Helps vs When It Doesn't

AI excels at first drafts, summaries, reformatting, and brainstorming. It struggles with tasks requiring deep domain expertise, nuanced judgment, or access to private/current information. The best workflow: let AI handle the 80% (drafting, structuring, formatting) and spend your time on the 20% that requires human judgment (reviewing, refining, deciding).

The goal is not to let AI do your work — it is to let AI handle the tedious parts so you can focus on the parts that matter. Always review AI output before using it.

Key Takeaway

AI is a powerful productivity tool for drafting, summarising, and automating repetitive tasks. Use the 80/20 rule: let AI handle the bulk work, then apply your judgment to refine the output.

Review Questions

1. What is the recommended 80/20 approach to using AI for productivity?

2. Which task is AI LEAST suited for?