Cyberhaven Linea AI vs Pistachio Presence: 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..

Pistachio Presence: AI-based insider threat detection for cloud orgs via M365 activity monitoring. built by Pistachio. Core capabilities include AI-based behavioral analysis to detect anomalies against learned user baselines, Contextual alert generation that surfaces only high-confidence suspicious events, Detection of data exfiltration, account takeover, and permissions misuse..

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. Pistachio Presence differentiates with AI-based behavioral analysis to detect anomalies against learned user baselines, Contextual alert generation that surfaces only high-confidence suspicious events, Detection of data exfiltration, account takeover, and permissions misuse.

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

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