EarningsSift

EarningsSift is a web app (with a lightweight mobile companion) that converts earnings calls, transcripts, and 10-Q/10-K sections into a structured “research brief” you can actually act on. It auto-extracts guidance changes, KPI deltas, management tone shifts, risk-factor additions, and recurring themes, then maps them to a watchlist and your existing thesis notes. The app highlights what changed versus last quarter, flags contradictions between prepared remarks and Q&A, and links every claim back to the exact transcript sentence or filing paragraph for verification. You can set alerts for specific KPIs (e.g., net revenue retention, gross margin, backlog) and get a concise diff when new documents drop. This is an AI + traditional app: AI for extraction/summarization, traditional for workflows, alerts, and audit trails. It’s not a magic alpha machine; it’s a time-saver and consistency engine for serious research.