Side-by-side comparison of AI visibility scores, market position, and capabilities
SF CNAPP with runtime intelligence for 90% false positive reduction; $180M total ($100M Craft Ventures/TCV Series A Dec 2024 at $900M valuation) serving 200+ enterprises including Peloton and Bill competing with Wiz for cloud security.
Upwind is a San Francisco-based cloud-native application protection platform (CNAPP) — backed with $180 million in total funding including a $100 million Series A extension in December 2024 led by Craft Ventures with TCV and Alta Park Capital at a $900 million valuation, following an $80 million seed round — providing enterprise security teams with runtime-powered cloud security that combines cloud security posture management (CSPM), workload protection, vulnerability management, identity security, and container security by correlating live workload runtime activity with configuration and vulnerability context to eliminate the false positive noise that plagues legacy cloud security tools. Serving 200+ enterprise customers including Peloton, Bill, Fiverr, and Agoda with 4,000% year-over-year revenue growth, Upwind claims 90% false positive reduction versus traditional CNAPP tools. Founded in 2022 by Amiram Shachar and team from Spot.io (acquired by NetApp for $450 million).
SF YC W24 AI support agent builder at 80% resolution time reduction and 71% ticket deflection; $500K from a16z/Greylock/YC/Netflix competing with Intercom Fin for customer support AI workflow automation.
Duckie is a San Francisco-based AI customer support platform — backed by Y Combinator (W24) with $500,000 in funding from Y Combinator, Andreessen Horowitz, Greylock, KungHo Fund, Netflix, and 5 additional investors — providing customer support teams with an AI agent builder that translates existing support processes and workflows into predictable, reliable AI automation, achieving 80% reduction in resolution time and 71% ticket deflection for deployed teams. Founded in 2023 and targeting customer support leaders at growth-stage software companies, Duckie enables support teams to deploy AI agents in minutes without engineering dependency.
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