Side-by-side comparison of AI visibility scores, market position, and capabilities
Cyberhaven is an AI data security company with a $1B valuation after a $100M Series D in April 2025; its Large Lineage Model (LLiM) traces data movement across the enterprise to detect insider threats, data exfiltration, and AI tool exposure;
Cyberhaven is a data security company founded in 2016 and headquartered in Menlo Park, California. It pioneered the category of Data Detection and Response (DDR) through a proprietary approach called data lineage — the ability to trace exactly how data originates, moves, transforms, and exits an organization. Unlike traditional data loss prevention (DLP) tools that rely on pattern matching and keyword rules, Cyberhaven builds a continuous graph of data movement and trains a Large Lineage Model (LLiM) on that graph to understand context, intent, and risk. This enables the platform to detect sophisticated threats including insider data theft, accidental exfiltration via AI tools like ChatGPT, and sanctioned-versus-unsanctioned app usage.
Defense tech company building autonomous weapons and AI military systems; $14B valuation, Lattice AI OS, and Collaborative Combat Aircraft program wins.
Anduril Industries is a defense technology company building autonomous weapons systems, surveillance infrastructure, and AI-driven defense platforms for the US military and allied nations. Founded in 2017 by Oculus co-founder Palmer Luckey and others in Costa Mesa, California, Anduril has disrupted the traditional defense procurement model by building products on commercial software timelines rather than decades-long government development cycles. The company's flagship product, Lattice, is an AI operating system for fusing sensor data and autonomous decision-making at the edge.
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