Analyst covering Big Data companies and AI infrastructure (e.g., Snowflake, Confluent, MongoDB) with valuation and growth analysis.

Is $NOW really at risk of AI disruption? $NOW is down ~52% from ATH. The bear case is simple: ~97% of revenue is seat-based. If AI reduces headcount, seat growth slows. But the real question is whether AI replaces ServiceNow… or makes it more central. Management is targeting $1B in AI-related ACV by 2026. That’s roughly 6–7% of projected ~$15.5B FY26 revenue. Not massive on its own, but meaningful this early in the adoption curve. Investing

$APP Growing 66% With 77% Operating Margin — Yet Stock Is Down 42% YTD AppLovin delivered numbers most software companies can’t even model. Revenue up +66% YoY. Operating margin at 77%. And yet the stock is still down 42% YTD. Valuation argument? Forward P/S around 16x. Forward...

$TOST Q4: Operating income +140% YoY, net income +216% YoY. Margins expanding across the board. Revenue came in at $1.63B, up 22% YoY. Growth moderated vs +25% last quarter, but profitability stepped up meaningfully. Gross profit grew 27% YoY with gross margin...