# Case Studies | AI and Web3 Products by Doraemon Toolbox

Canonical URL: https://manyaitool.com/case-studies
Markdown URL: https://manyaitool.com/case-studies/index.md
Updated: 2026-06-29

## Summary

A practical portfolio of shipped tools across AI agents, prediction markets, on-chain finance, security research and browser utilities.

## Key Points

### What these cases prove

The point is not that every product is huge. The point is repeatable shipping: find a narrow workflow, compress the data, make it usable, publish it and measure usage.

- Prediction-market tools that merge odds, weather, sports data, whales and market context.
- On-chain finance tools for funding rates, tokenized exposure and pre-IPO valuation checks.
- AI agent prototypes that make work visible instead of hiding everything behind a chat box.

### How to read the portfolio

Each tool is a small product surface. Together they show the range of problems that can be turned into web products quickly.

- If a workflow has repeated checks, it can often become a tool.
- If a market has scattered data, it can often become a decision dashboard.
- If a page can explain the tool clearly, it can become an SEO and GEO asset.

## Proof

- Visible AI Law Firm: A multi-agent prototype where users can watch intake, analysis, evidence and drafting steps.
- Congress Radar: A market-intelligence product that turns public disclosures into conflict-of-interest signals.
- SpaceX IPO Radar: A checklist for tokenized exposure, implied valuation and synthetic market risk.
- ProofRank: A Hyperliquid vault check that translates APR, drawdown and recent PnL into a plain-language risk verdict.
- PolyWeather: A weather-market tool combining forecast models with prediction-market pricing.
- DuoLaSafe research: Security research and on-chain investigations that turn technical findings into clear evidence.

## FAQ

### Are these only demos?

No. Many are live products, public tools or open-source repositories. They are meant to show shipping ability and product judgment.

### Can one of these patterns be reused for a client?

Yes. The same patterns can be reused for client dashboards, AI workflows, Web3 tools and internal automation.