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Druva, the leading provider of data security, today announced a major expansion of DruAI with the introduction of Deep Analysis Agents—the industry’s first agents capable of independently conducting complex, multi-day forensic and compliance investigations. These long-running agents analyze telemetry, logs, identity data, configurations, and historical signals across systems to deliver complete, ready-to-share reports in minutes, transforming manual evidence collection and reporting into automated, actionable intelligence.
“IT teams are drowning in evidence collection and manual reporting,” said Stephen Manley, CTO at Druva. “This release turns AI from a conversational assistant into a partner that completes work. We are enabling teams to delegate multi-day investigations to agents that finish in minutes and deliver a final report that can be immediately shared with security, compliance, or operations teams.”
Deep Analysis Agents operate on Dru MetaGraph, Druva’s tenant-specific, graph-powered foundation that connects and contextualizes data in real time. This enables agents to break down complex tasks, coordinate across disparate sources, and produce structured insights and reports formatted for immediate use by security, compliance, or operations teams. Investigations that previously required 2–3 days of manual effort can now complete in 8–10 minutes. Users can trigger analyses with natural language queries—such as reviewing admin logs against baselines using the MITRE ATT&CK framework or auditing enterprise workloads for ISO/IEC 27001:2022 compliance gaps—and walk away with a comprehensive emailed report upon completion via the new 'Notify Me' workflow.
Agentic Memory enables DruAI to maintain both short-term session context and structured long-term knowledge of an organization’s environment, terminology, and past investigations. This allows the platform to personalize dashboards, responses, and reports based on user role—whether SOC analyst, IT administrator, or compliance officer—and adapt over time to preferences such as reporting formats and common investigative paths, eliminating repetitive setup.
DruAI now supports image uploads directly in the console, allowing users to submit screenshots of errors, alerts, configuration pages, or system behavior. The platform interprets the visual context, understands technical implications, and provides step-by-step guidance to resolve issues, bringing frontier AI intuition into practical enterprise workflows.
“For the first time, we have an AI tool that delivers actionable insight right out of the gate,” said Hunter French, Senior Vice President for Impact Services at Goodwill Industries of the Valleys. “It analyzes weeks of log data and surfaces findings we can immediately put to work, saving hours of compliance reporting and manual review.”
These capabilities—Deep Analysis Agents, Agentic Memory, and image-based assistance—are now generally available, enabling organizations to shift from reactive documentation to proactive, AI-driven cyber resilience.
About Druva
Druva is the leading provider of data security solutions, empowering customers to secure and recover their data from all threats. The Druva Data Security Cloud is a fully managed SaaS solution offering air-gapped and immutable data protection across cloud, on-premises, and edge environments. By centralizing data protection, Druva enhances traditional security measures and enables faster incident response, effective cyber remediation, and robust data governance.
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