Cyberhaven Linea AI is a commercial insider threat detection tool by Cyberhaven. Pistachio Presence is a commercial insider threat detection tool by Pistachio. Compare features, ratings, integrations, and community reviews side by side to find the best insider threat detection fit for your security stack.
CST VerdictBased on our analysis of NIST CSF 2.0 coverage, core features, integrations, company size fit, here is our conclusion:
Enterprise security teams managing high-risk data access patterns will find Cyberhaven Linea AI valuable for catching insider threats that traditional DLP tools miss through its semantic understanding of data lineage and user intent. The Large Lineage Model analyzes how data flows across applications and people rather than just flagging file transfers, and cloud-native deployment means no agent bottlenecks slowing detection. This is overkill for organizations with straightforward data environments and minimal cross-application workflows; the real payoff comes when you're dealing with complex SaaS stacks where risk signals hide in context rather than rule violations.
Teams managing Microsoft 365 environments who need to catch data theft and account compromise before it scales will find Pistachio Presence worth the setup time; the AI baseline approach surfaces real anomalies instead of alert fatigue, and Microsoft SSO integration means deployment in days not weeks. The tool maps cleanly to NIST DE.CM and DE.AE, catching what happened and why it matters, though investigation support stops at log export, not automated response orchestration. Skip this if your threat model centers on external attacks or you're running a non-Microsoft stack.
AI agent for detecting and stopping insider risks to critical data
AI-based insider threat detection for cloud orgs via M365 activity monitoring.
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Common questions about comparing Cyberhaven Linea AI vs Pistachio Presence for your insider threat detection needs.
Cyberhaven Linea AI: AI agent for detecting and stopping insider risks to critical data. built by Cyberhaven. headquartered in United States. 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. headquartered in Norway. 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.
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