Claude Code
Best for: Serious work on real repos
Anthropic's agent for your terminal, IDE and desktop. Reads the whole repo, runs commands and tests, and handles large multi-file changes well.
Visit Claude Code ↗Home / Use case
Research a company before you invest
“I want to understand a company without reading 200 pages of filings.”
AI can pull filings, earnings calls and news into a plain summary. Make it quote the source page for every number. Not financial advice.
Fix it yourself in 3 steps
- Pick the company and the questions you care about (growth, debt, risks).
- Ask the AI to read the latest annual and quarterly filings and earnings call, quoting sources for each number.
- Check 2–3 key numbers yourself against the filing before deciding anything.
Copy this prompt
Research [company/ticker] from its latest annual report, last two quarterly reports and earnings call. Summarize: what it sells, revenue and profit trend, debt, biggest risks, and what management promised. Quote the page or section for every number. Mark anything you couldn't verify. Not financial advice — don't suggest buying or selling. Stop after the summary.
Fill in the [brackets]. Each prompt says when the AI should stop, so it doesn't wander off.
Agents people used for this: Claude Code, Claude Cowork, OpenClaw, Meta Muse.
Inspired by real examples collected at agentusecases.ai.
📚 12 real stories of people doing this with AI agents
- Analyze 10-Ks for value investing · custom-built or unnamed agent
- Do equity research with Claude Code without coding · Claude Code
- Generate investment analysis from live market data · Claude Code
- Generate updated research reports on followed companies · custom-built or unnamed agent
- Monitor investing news and produce morning macro summaries · Meta Muse
- Produce investment memos with Claude Cowork · Claude Cowork
- Pull stock fundamentals from SEC filings for valuation · ChatGPT Agent
- Research stock positions as an AI analyst · Claude Code
- Research stocks by pulling filings and transcripts · Claude Code
- Run a VC analyst agent over Telegram · OpenClaw
- Run persistent financial research with an agent · custom-built or unnamed agent
- Run scheduled AI deep research on stock watchlists · custom-built or unnamed agent
Collected at AgentUseCases.ai.
Black out account and card numbers before sharing anything. Never give an AI your bank password — export statements instead. AI drafts; you approve and send. Not financial, legal or tax advice.
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