Cyberhaven Linea AI vs Neon Cyber Platform: Side-by-Side Comparison (2026)

Cyberhaven Linea AI: AI agent for detecting and stopping insider risks to critical data. built by Cyberhaven. Core capabilities include AI-powered insider risk detection using Large Lineage Model (LLiM), Data lineage analysis across corporate workflows, Semantic understanding of data, people, and applications..

Neon Cyber Platform: Browser extension platform for AI usage visibility, DLP, and phishing defense. built by Neon Cyber. Core capabilities include Real-time visibility into browser-based AI and SaaS application usage, including shadow and unsanctioned apps, Proprietary Small Language Model (SLM) for in-browser intent and context analysis at the point of interaction, Detection and blocking of data exfiltration via AI prompts, form inputs, and file uploads..

Both serve the Insider Threat Detection market but differ in approach, feature depth, and target audience.

Cyberhaven Linea AI differentiates with AI-powered insider risk detection using Large Lineage Model (LLiM), Data lineage analysis across corporate workflows, Semantic understanding of data, people, and applications. Neon Cyber Platform differentiates with Real-time visibility into browser-based AI and SaaS application usage, including shadow and unsanctioned apps, Proprietary Small Language Model (SLM) for in-browser intent and context analysis at the point of interaction, Detection and blocking of data exfiltration via AI prompts, form inputs, and file uploads.

Cyberhaven Linea AI is developed by Cyberhaven. Neon Cyber Platform is developed by Neon Cyber. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

Cyberhaven Linea AI and Neon Cyber Platform serve similar Insider Threat Detection use cases: both are Insider Threat Detection tools. Review the feature comparison above to determine which fits your requirements.