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Market Research Simulator

From raw research inputs to probabilistic revenue outcomes.

An AI platform that transforms fragmented market research into investor-ready TAM/SAM/SOM analysis and Monte Carlo-based revenue projections.

Story

Founders and investors often spend days assembling fragile spreadsheets from scattered sources. This platform ingests documents and notes, extracts financial assumptions, runs multi-model research passes, and simulates thousands of scenarios instantly.

Focus

Financial modeling and decision support for fundraising and strategy teams.

Product Type: Web Platform

Technical Highlights

  • Automated extraction from PDFs, URLs, notes, and scanned documents.
  • Transparent distinction between cited values and model-estimated projections.
  • Monte Carlo scenario engine for probability distributions instead of single-point guesses.
  • Instant report generation with visual outputs designed for investor conversations.

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