Business idea · SaaS
AI-Driven Risk Assessment Tool
AI-Driven Risk Assessment Tool: Build a tool that uses AI to assess the risk associated with different investment strategies and portfolios, providing users with insights on potential losses and gains based on historical data. It was pitched on Koerner Office in the episode "I Asked 5 AIs to Make Me Money (One Dominated) - Ep. #317" (aired July 14, 2026).
At a glance
| Podcast | Koerner Office |
|---|---|
| Hosted by | Chris Koerner |
| Episode | I Asked 5 AIs to Make Me Money (One Dominated) - Ep. #317 |
| Aired | July 14, 2026 |
| Category | SaaS |
| Real companies on the episode | Perplexity, Grok, Claude, Charles Schwab, Gemini |
The problem it solves
Investors often struggle to evaluate the risks of their investments effectively. This tool empowers users to make more informed decisions by quantifying risk and providing actionable recommendations.
How it makes money
Subscription model where users pay for access to the risk assessment tool, with additional features available at higher subscription tiers.
Skills you need
Expertise in AI and machine learning, risk management knowledge, software development, and data analysis.
The market, and why this works now
Investors often overlook the value of historical data analytics in risk assessment. Utilizing tools like Google BigQuery for data processing makes this AI-driven risk assessment tool feasible now. To generate initial revenue, target the r/finance subreddit to attract early adopters. A key challenge in the first year will be managing customer acquisition costs, as the payback window may extend beyond 12 months due to the need for educational content and trust-building among potential users.
Our analysis, written after the episode. Not a quote from the show.
Real companies discussed on this episode
- Perplexity
An AI model that uses multiple data sources and models to inform its investment decisions.
- Grok
An AI investment model that is connected to Twitter (X) and utilizes social media insights for investment decisions.
- Claude
An AI model used for investment decisions, known for its strong performance in stock trading.
- Charles Schwab
A brokerage platform used for executing trades and managing investment portfolios.
- Gemini
An AI investment model owned by Google, which utilizes data from Google searches to inform its investment decisions.
Where this idea came from
Podcast: Koerner Office, hosted by Chris Koerner
Episode: I Asked 5 AIs to Make Me Money (One Dominated) - Ep. #317
Aired:
Summarized from the episode transcript. The show does not say which speaker raised each idea, so we credit the show, not a person.