EarningsSift

EarningsSift is a web app (with a lightweight mobile companion) that turns messy earnings materials into a standardized, comparable brief in minutes. It ingests earnings call transcripts, shareholder letters, and 10-Q/8-K filings, then produces a structured summary: key metrics table (revenue, GM, op margin, FCF), guidance changes, segment notes, and management tone flags. The core value is speed and consistency for people who track many tickers and miss details. It also highlights “what changed vs last quarter” and “what management avoided,” with direct citations so users can verify quickly. This is not a magic stock picker; it’s a workflow tool for faster, more accurate reading. Pricing would be subscription-based with limits by number of companies tracked and document volume, plus a higher tier for teams.