Samapedia Business Biography Platform

Sam built an AI tool called "Bio to Notion" that transforms business biographies into structured, actionable summaries with financial timelines and personalized insights. The tool uploads 1-5 biographies (PDF, EPUB, MOBI, or text) and outputs a comprehensive Notion page with timelines, inflation-adjusted financials, and lessons applicable to the reader's own business.

Key Features:

  • Upload Multiple Biographies:

    • Upload 1-5 business biographies of the same person
    • Accepts PDF, EPUB, MOBI, or text formats
    • Combines multiple sources for comprehensive context
  • Financial Summary Timeline:

    • Extracts and estimates net worth at different ages
    • Converts historical dollar amounts to 2025 equivalents
    • Tracks major transactions and business milestones
    • Example: Ted Turner at age 24 worth ~$10M (adjusted), age 31 worth ~$16M, crossed $100M at 37
  • Structured Output:

    • 3-5 bullet point summary of key journey insights
    • Wikipedia-style biographical sections broken down by life milestones
    • Visual timeline with relevant photos from each era
  • Personalized "Founder's Playbook" Section:

    • Applies lessons from the biography to your own business
    • User uploads information about themselves and their business to Claude
    • AI identifies relevant insights and categorizes them (e.g., "Survive the Ridicule" for CNN launch)
    • Highlights what was rare or noteworthy that deserves attention

Potential Evolution:

  • Publishable Platform ("Samapedia"):

    • Could become an online database of business biography summaries
    • Create a personal knowledge base of great business leaders
    • Share structured insights publicly
  • Automation Enhancement:

    • Use AI agents to automatically find and download biographies weekly
    • Convert summaries into podcast format
    • Subscribe to a personal podcast of business biography insights
25:33 - 26:00
Full video: 55:39
SP

Shaan Puri

Host of MFM

Shaan Puri is the Chairman and Co-Founder of The Milk Road. He previously worked at Twitch as a Senior Director of Product, Mobile Gaming, and Emerging Markets. He also attended Duke University.

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