Gurucul Identity Threat Detection and Response vs Reco

Gurucul Identity Threat Detection and Response helps security analysts detect and respond to attacks that misuse identities before critical data is compromised. It provides real-time visibility into over-privileged, rogue, orphaned, and compromised accounts, and monitors credential exploitation, identity theft, account misuse, high-risk privileged access, and Active Directory attacks. Real-time monitoring, predictive analytics, automated remediation, and incident response support detection and response. Customizable risk scoring uses more than 240 identity attributes to prioritize threats by organizational impact. Anomaly timelines and automated playbooks support investigations and can automate responses to detected anomalies. Gurucul says its machine-learning models combine identity, behavior, security, network, cloud, and IT-operations data into contextual profiles. Integrations include IAM, PAM, HRMS, and IDaaS systems, with connectors for Active Directory, Entra ID, Okta, Ping, SailPoint, and CyberArk. Additional connectors can be built through its flex framework. Pricing is on request; an AWS Marketplace listing for Gurucul SaaS UEBA is $46,986.00 per 12 months for 1000 units.

Reco is a paid platform for enterprises that need visibility and control over AI agents and their connected environments. It maps applications, identities, permissions, workflows, connections and activity, then detects policy deviations. The Agent Runtime checks prompts, actions and events in real time and can block, warn, redact, allow or log them. Agent Security discovers unregistered agents and maps their owners, permissions and reach. Agent Governance maps agents, apps, identities and connections and provides audit-ready reporting aligned with the EU AI Act, ISO 42001, SOC 2 and NIST AI RMF. Runtime protections include a kill switch, prompt-injection alerts, sensitive-data controls, browser security and a policy engine. Reco lists more than 270 integrations and more than 1,000 detection controls. Its API connects core SaaS applications. Deployment uses seven read-only sensors without proxy deployment or traffic rerouting. Reco offers web and API access; pricing is available on request.