Case studies

Case studies from shipped AI, Web3 and market tools

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

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Categories

AI / Web3 / Markets

Proof type

Live products

Format

One-page tools

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 points

View all cases

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 for AI search

Short answers written for both humans and answer engines.

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.