Case Study - Automatic Financial Market Data Summaries
Our “Automatic Financial Market Data Summaries” app leverages the latest AI models to deliver real-time insights and customizable summaries of financial data.
- Client
- Phobia
- Year
- Service
- App development

Overview
Financial professionals and investors often struggle to keep up with the vast amount of data, news, and trends in the stock market. With information coming from multiple sources—such as stock prices, earnings reports, economic indicators, and political developments—it’s challenging to stay informed and make timely decisions. Additionally, manually reviewing and synthesizing this information is time-consuming and can lead to missed opportunities or costly errors. Solution: Our “Automatic Financial Market Data Summaries” app leverages the latest AI models to deliver real-time insights and customizable summaries of financial data. Designed for investors, traders, and finance professionals, our solution automates the process of staying updated on critical market trends, stock performance, and political developments that impact the financial landscape.
Key features include:
- Customizable Summaries: Receive automated updates at specified intervals (e.g., daily, weekly) tailored to your areas of interest, such as specific stocks, industries, or regions.
- Stock Market News: Get concise summaries of the latest news articles, earnings reports, and market-moving events.
- Political News Impact: Stay informed about how political developments could affect financial markets, including regulatory changes, policy announcements, or global events.
- AI-Powered Insights: Utilize advanced AI models to analyze trends, predict potential impacts on the market, and identify key takeaways from large volumes of data.
- Integration with Trading Platforms: Seamlessly connect summaries and insights directly to your trading tools for faster decision-making.
Sample Use Case Scenario:
A portfolio manager at an investment firm needs to monitor global financial markets and make strategic decisions for their clients’ portfolios. Using our app, they set up automatic daily summaries that include updates on U.S. stock indices, European market trends, and political developments in Asia. During a geopolitical crisis, the app highlights how political tensions could impact oil prices and commodity markets. Armed with this information, the portfolio manager can adjust their investment strategies in real time to mitigate risks and capitalize on opportunities. Benefits for Users:
- Save time by receiving condensed, actionable insights instead of sifting through endless data.
- Make informed decisions faster with AI-driven summaries that capture key trends and developments.
- Stay ahead of market shifts by understanding how political and economic events impact financial performance.
- Gain a competitive edge in the fast-paced world of finance.
What we did
- LLM
- Stock market
- training
- Platform development
The team at Studio went above and beyond with our onboarding, even finding a way to access the user’s microphone without triggering one of those annoying permission dialogs.

CPO of Phobia
- Churn rate
- 20%
- Uninstalls
- 5x
- App store rating
- 2.3
- Pending lawsuits
- 8