Interactive proofs, dashboards, and case studies that make a new AI capability obvious: what changed, what held up in practice, and the patterns worth borrowing.
What this proves
Public complaint databases expose real consumer pain patterns that most people never see. Turning government data into a searchable, visual tool takes hours, not months.
Pick a financial product. See which companies get the most complaints, what the top issues are, how companies respond, and whether complaints are rising or falling.
What this proves
Credible first-pass equity research no longer requires a Bloomberg seat or paid data stack. It runs from free public data with an auditable AI workflow.
A live tool that fetches real financial data for any US stock ticker, then streams an AI-synthesized research report with key metrics, trend analysis, and bull/bear cases.
Get the next build and workflow breakdown.