Side-by-side comparison of AI visibility scores, market position, and capabilities
Finite State analyzes firmware and embedded software for IoT and connected device manufacturers, identifying vulnerabilities across the full software supply chain.
Finite State is a firmware and embedded software security analysis platform that helps IoT device manufacturers, medical device companies, and industrial equipment vendors identify vulnerabilities in the software running inside their products. Unlike application security tools designed for cloud software, Finite State extracts and analyzes binary firmware images — decompiling them, inventorying all open-source and third-party components, and mapping known vulnerabilities, weak cryptography implementations, and insecure configurations without access to source code. This binary analysis capability is critical for the IoT market where source code is often unavailable for third-party components embedded in firmware.
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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