Side-by-side comparison of AI visibility scores, market position, and capabilities
Forward Networks creates mathematical digital twin models of enterprise networks across on-premises, cloud, and hybrid environments; enables network verification, security compliance queries, and blast-radius analysis; raised $50M Series C in 2022;
Forward Networks is a Santa Clara-based network intelligence company founded in 2013 by four PhD researchers from Stanford University — including CEO David Erickson and CTO Nikhil Handigol — who developed the core technology during their doctoral research in network verification. The company's flagship product, Forward Enterprise, creates a precise mathematical model of an entire enterprise network — a "network digital twin" — by collecting device configuration and state data from routers, switches, firewalls, load balancers, and cloud infrastructure, then computing a complete, queryable model of how every packet would actually behave across the network.
Judy Security provides AI-powered enterprise-grade cybersecurity for small and medium-sized businesses; founded 2019 by Raffaele Mautone; delivers threat detection, endpoint protection, and managed security services at SMB-accessible price points;
Judy Security is a cybersecurity company founded in 2019 by Raffaele Mautone and headquartered in New Jersey. The company is focused on making enterprise-grade cybersecurity accessible and affordable for small and medium-sized businesses (SMBs) — a segment that is chronically underserved by traditional cybersecurity vendors whose products are priced, scoped, and operationally complex for enterprise IT teams rather than SMB owners or lean IT departments.
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