Best Behavioral Analytics Tools

AI-native insider risk workflows for detecting, investigating, and preventing threats before they escalate.

Carbon Black (Broadcom) is an endpoint detection and response platform designed for SOC teams running incident response and threat hunting across hybrid, air-gapped, and offline environments. Acquired by Broadcom from VMware in 2023, it continuously records unfiltered endpoint telemetry from laptops, servers, and cloud workloads, then reconstructs attack kill chains for forensic analysis. Strengths include behavioral EDR, live query and remote response, application control for locked-down systems, and on-prem deployment options that suit regulated industries and customers with strict data residency requirements. Best fit for mature SOCs and existing Broadcom/Symantec customers consolidating endpoint security tooling.

Cyberhaven protects data across human and agentic workflows, adapting protection to changing context.

Hillstone Networks offers Network Detection and Response under its Breach Detection System (BDS) line for monitoring enterprise network traffic and identifying post-breach activity. In scope, it analyzes raw traffic, flow records, and packet data to detect anomalous east-west and north-south behavior using machine learning, rule matching, and threat-intelligence inputs. It is best suited for SOC teams that want network-centric detection with forensics and response tied to network infrastructure. Hillstone also sells adjacent XDR and firewall products, but those are separate from the NDR use case.

IronNet sells IronDefense, a network detection and response platform focused on detecting suspicious behavior in east-west and north-south traffic across cloud, virtual, and on-premises environments. Its published materials emphasize behavioral analytics, machine learning, packet and metadata analysis, and encrypted-traffic anomaly detection to find threats missed by signature-based tools. The vendor is positioned for security teams that want network-centric detection, threat hunting, and incident investigation rather than endpoint telemetry. IronNet also references its Collective Defense intelligence-sharing model, but its NDR scope remains centered on network visibility and response.

Miru is an AI-native insider threat detection and prevention platform that protects organizations from data loss, Shadow AI risks, and malicious insider activity across SaaS environments and endpoints. Founded by cybersecurity veterans with deep expertise in counterintelligence and nation-state threat detection, Miru replaces legacy UEBA and SIEM tools with an identity-anchored architecture that automates investigation workflows and eliminates alert fatigue. The platform combines browser-based telemetry with integrations to identity providers, development platforms, and productivity suites to deliver real-time behavioral analytics and automated response capabilities. Miru enables security teams at high-growth technology companies and enterprises to detect anomalous access patterns, unauthorized data exfiltration, and policy violations without adding headcount, providing the investigation intelligence and endpoint protection modern distributed workforces require.

Palo Alto Networks is a major vendor in the Firewall / NGFW market, best known for PAN-OS-based next-generation firewalls and Cloud NGFW. Its firewalls combine application-aware policy, user-based controls, and threat prevention to inspect traffic, including encrypted sessions, and block known and unknown threats. It fits enterprises that need granular segmentation, internet edge protection, and consistent policy across physical and cloud deployments. Adjacent offerings exist, but the core firewall line remains centered on network traffic control, inspection, and prevention.

We make cybersecurity a seamless part of everyday work.