Data security provider Druva Inc. today announced a major expansion of its DruAI platform with the launch of Deep Analysis Agents, agents that are capable of automating complex, multiday forensic and compliance investigations.

Information technology and security teams spend too much time not just addressing problems but also proving what happened and why across incident response, forensics, audits and operational reviews. Druva argues that much of that effort goes into manual correlation and report preparation and thus delays response, keeping teams tied up in documentation instead of investigation and remediation.

Deep Analysis Agents address the issue by being able to run investigations independently and by intelligently connecting signals across systems to deliver ready-to-share reports in minutes.

“IT teams are drowning in evidence collection and manual reporting,” said Chief Technology Officer Stephen Manley. “This release turns AI from a conversational assistant into a partner that completes work.”

The new agents are built on Druva’s Dru MetaGraph, a tenant-specific, graph-powered foundation designed for real-time data intelligence. MetaGraph provides a map of the data, while the new capabilities allow DruAI to act on the information provided with context and continuity and perform in-depth investigations with minimal human direction.

The Deep Analysis Agents conduct extended investigations across telemetry, logs, identity data, configurations and historical signals and break complex tasks into steps, coordinate across systems and analyze findings over time to produce clear, actionable insights and reports. Druva says that, with the agents, investigations that once took two to three days can now be completed in eight to 10 minutes, with the results formatted for direct use by security, compliance, or operations teams.

“We are enabling teams to delegate multiday investigations to agents that finish in minutes and deliver a final report that can be immediately shared with security, compliance, or operations teams,” added Manley.

The release also sees the introduction of Agentic Memory, a new capability that allows DruAI to store, recall, and apply information over time. With the feature, DruAI maintains both short-term session context and structured long-term memory of an organization’s environment, terminology and investigative history.

Agentic Memory allows for personalized intelligence across roles and workflows, with DruAI now able to recognize whether a user is a security operations center analyst, IT administrator, or compliance officer and tailor dashboards, responses and reports accordingly. Over time, the feature also adapts to user preferences, such as reporting formats, areas of historical focus, and common investigative paths, reducing repetitive setup and accelerating decision-making.

Also new today was an update to DruAI to support multimodal interaction that allows users to upload screenshots of errors, alerts, configuration pages, or system behavior directly into the console. With the additional support, DruAI can now interpret images, understand the technical context and provide guided steps to resolve a given issue.

Deep Analysis Agents, Agentic Memory and image-based assistance are now generally available to Druva customers.

Photo: Druva