Use Case – Project Proposals Generation from Transcripts

This self-initiated project examines how an AI-powered automation extracts information from meeting transcripts and populates a proposal template.

Manual time
30–60 min

Automated time
< 1 min

Time saved
97–99%

Outcome
  • Slides are auto-created using real client language
  • Manual rewording and copying is reduced
  • Works with a branded proposal template
  • Consistency improves through a repeatable structure
  • Time to create proposals is significantly reduced
Watch in action
Approach
  • 1
    Trigger: Watch a Drive folder for new transcripts and validate file type.
  • 2
    Download & parse: Fetch file from Drive and extract clean text.
  • 3
    Information extraction: GPT agent pulls fields like business name, objectives, quotes, deliverables.
  • 4
    Proposal generation: Copy a Slides template and replace placeholders with extracted fields.
  • 5
    Optional expansion: Pull pricing, scope, timeline from Sheets or Airtable by project type.
Tools and apps
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