Report Cruncher

medal
Created by team AI-DATA-TOOLS on March 03, 2023

Report Cruncher is a cutting-edge financial analysis platform designed to simplify financial reports for retail investors. Report Cruncher provides powerful insights through machine learning to empower retail investors to make informed decisions and achieve success in the stock market. The platform is user-friendly, accessible, and designed to meet the unique needs of retail investors at every level of expertise. By leveraging the GPT-3 Curie model fine-tuned with the ECTSum dataset, Report Cruncher can provide users with easy-to-understand financial data, allowing them to quickly identify the most important information in a report. The advanced machine learning algorithms and user-friendly interface make it the perfect tool for anyone looking to make informed investment decisions. Report Cruncher's success depends on attracting and keeping subscribers through a subscription-based model. The platform is designed for retail investors, defined as nonprofessional investors who use their own money to buy and sell securities. Retail investors accounted for more than 20% of all stock market shares traded and accounted for more than $84 trillion in trades in 2021. With a subscription model, Report Cruncher will provide a sustainable revenue stream while empowering retail investors to make informed decisions in the stock market. The platform is constantly evolving, with plans to introduce chained prompts, a series of prompts that build on each other to produce a final summary, to provide users with more in-depth analysis and a more comprehensive understanding of the financial reports they're analyzing. With sufficient funding, the team plans to fine-tune the Davinci model to get even better results.

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"Really nice concept and implementation! I would like to use something like this."

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Mohd Nomaan

Co-Founder & Business Head at NeoLocus

"Report Cruncher is an innovative financial analysis platform that simplifies financial reports for retail investors. The platform's use of advanced machine learning algorithms and user-friendly interface makes it the perfect tool for anyone looking to make informed investment decisions. The incorporation of the GPT-3 Curie model fine-tuned with the ECTSum dataset ensures that users receive easy-to-understand financial data. Report Cruncher's business model, which relies on attracting and keeping subscribers through a subscription-based model, is sound and has the potential to generate a sustainable revenue stream. The team's plans to introduce chained prompts and fine-tune the Davinci model demonstrate a commitment to continuous improvement. Overall, Report Cruncher has the potential to be a valuable resource for retail investors seeking to make informed decisions in the stock market"

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Theodoros Ampas

Technical Mentor

"Great project. Valuable quick summaries for finance"

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Ervin Moore

PhD Computer Science Student