Showcase
Five questions.
Real filings. Every step recorded.
An agent with Finance CLI answered each question by choosing its own tools. The commands and their raw output are saved in the repository, and every number on these pages is recomputed from that output.
- Tool calls
- 29
- SEC filings cited
- 12
- Recorded
- September 30, 2026
Financial statement analysis
“Has Apple become more dependent on Services over the last five years?”
Services grew from 19.6% to 26.2% of net sales — and 42.2% of gross margin.
Cross-company comparison
“Compare NVDA, AMD and AVGO R&D intensity over their last three fiscal years.”
Only Broadcom’s R&D intensity rose (+2.5 pts), and an acquisition explains it. NVIDIA grew R&D fastest in dollars while its ratio fell.
Open-ended investigation
“Did Meta actually become more efficient after the Year of Efficiency?”
Operating margin went from 24.8% to 42.2% in two years. Excluding restructuring charges, the improvement still holds.
Thesis → evidence
“I think Costco’s membership model makes its earnings more resilient.”
Partly supported: fees equal 51% of operating income and renewals stay near 90%, but six years of rising profit can’t test resilience.
Missing data, reported honestly
“How much revenue does Apple’s App Store generate each year?”
The 10-K doesn’t disclose it. The right answer says so.