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Scaling Early-Stage Diligence with AI

  • A VC associate developed a tool to automate early-stage pitch deck evaluation using AI technology.
  • The tool can extract structured fields, assess Pitch Quality Scores using a 7-factor rubric, and identify potential red flags.
  • The system utilizes few-shot prompt engineering and OpenAI's GPT API for functionality.
  • A Streamlit UI with three views is available for user interaction.
  • The tool is meant to enhance, rather than replace, human intuition in the evaluation process.
  • Prosper, the developer, is an ex-VC associate and currently pursuing an MSc in Business Analytics at Warwick Business School.
  • Prosper invites collaboration opportunities and internal use of the tool.
  • Demo: https://pitchdeck-analyser.streamlit.app/
  • GitHub: https://github.com/ProsperAdrian/PitchDeck-Extractor
  • Prosper aims to assist early-stage investors in making smarter decisions using data, AI, and empathy.
  • Prosper can be connected with on LinkedIn for further engagement.

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