What's new

Citrix Aidrien can report when each NetScaler Console Security Advisory scan last ran, and whether its results are still current. For CVE detection, secure configuration recommendations, and file integrity monitoring (FIM), it returns the latest completed whole-estate scan: its status, start and end times, whether it was scheduled or on-demand, who started it (for on-demand scans), and when the next scheduled scan is due.

For more informaton, see Security Scan History (CVE, Secure Configuration, File Integrity, IoC).

Citrix Aidrien now answers questions about your Citrix SecurAccess™ ZTNA deployment. Administrators can review their configured applications and access policies in natural language, and model what a given user or group is allowed or denied under the current access policies. Citrix Aidrien reads the Citrix SecurAccess™ ZTNA configuration; it does not modify it.

For more information, see Citrix SecurAccess™ ZTNA use cases.

Monitor now supports multiple failure analysis with Citrix Aidrien from the Dashboard and Filters pages for Connections and Machines. Administrators can trigger AI-assisted root cause analysis across multiple failed machines or connections simultaneously by clicking Analyze with Citrix Aidrien on failure summary panels. The analysis covers user connection failures, failed single-session OS machines, failed multi-session OS machines. Citrix Aidrien receives contextual prompts including failure type, count, and sub-type for accurate investigation. Administrators can also select multiple machines on the Machines Filters page for bulk analysis.

For more information, Troubleshoot machine failures.

The Troubleshoot Session Failures use case in Citrix Aidrien now includes deep analysis for user connection failures. When investigating session launch failures, brokering timeouts, or client connection errors, Aidrien performs root cause analysis across connection logs, machine health data, and AOT records. The deep analysis sub-agent can invoke other specialized agents (such as machine failure investigation or AOT log analysis) for a holistic assessment.

For more information, see Troubleshoot Connection failures.

Citrix Aidrien now supports enhanced display and export for large response data sets. When a response contains tabular data, Citrix Aidrien renders an interactive table within the chat panel with up to 200 records, including the ability to filter, search, and copy the table. For data sets exceeding the inline limit, administrators can export results to CSV (10,000 records or a 3 MB file size). Administrators can also request an export directly through a prompt — for example, "Give me a list of machines with users having a poor user experience from region <City-name>.".

For more information, see Work with large results.

Citrix Aidrien now supports analysis of Always-On Tracing (AOT) logs to facilitate root cause analysis and generate actionable recommendations. Administrators can analyze AOT logs through two paths: Aidrien can access AOT data directly through the AOT and Monitor integration, or administrators can upload an AOT log file for analysis. Aidrien parses the trace data, identifies failure patterns and anomalies, and produces an inline assessment with findings and recommended next steps. This analysis is optimized for AOT log format; other log types are not supported.

For more information, see AOT Analysis.

The Troubleshoot Machine Failures use case in Citrix Aidrien now includes deep analysis capabilities. When investigating machine failures, Citrix Aidrien gathers evidence across multiple data sources - including AOT records, audit logs, and related telemetry and produces a comprehensive analysis with likely root causes and recommended next steps. The deep analysis sub-agent can invoke other specialized agents (such as AOT log analysis or connection failure investigation) for a holistic assessment.

For more information, see Citrix Use Cases — Troubleshoot Machine Failures.

The Citrix DaaS MCP Server enables MCP-capable AI agents to connect to your on-prem Citrix Virtual Apps and Desktops Delivery Controller (DDC). Once connected, administrators can query site information, investigate session and machine issues, and retrieve performance metrics using natural language through a compatible AI client. For more information, see Citrix DaaS MCP Server Local.

You can assess secure config recommendations and detect unauthorized and unexpected changes to critical files through Secure Config Advisory and File Integrity Monitoring integration with Citrix Aidrien.

Citrix Aidrien exposes the operational state, configuration, and bindings of all major NetScaler network entities through the NetScaler Console Nitro API.

Citrix SecurAccess™ ZTNA is now integrated with Citrix Aidrien wherein, you can now review access policies, applications, and configuration summary within your Citrix SecurAccess™ ZTNA deployment.

Browse ready-to-use prompts now available for DaaS, NetScaler and Citrix SecurAccess™ ZTNA use cases across multiple categories. Select a prompt, fill in details such as the username, CVE ID or group name, and enter your prompt. This feature aims to provide the customers with an understanding of the use cases Citrix Aidrien supports today.

Citrix Aidrien was released as a public preview in November 2025. With this March 2026 release, it is now generally available, enabling customers to use it in production environments.

Citrix Aidrien provides a streamlined way to access Citrix Virtual Apps and Desktops configuration and state information using conversational queries. This enhancement enables administrators to retrieve data from the Monitor database by automatically translating natural‑language input into OData API queries, without requiring direct interaction with the APIs.

Citrix Aidrien integrates with Monitor and Workspace Environment Management (WEM) to run health check scripts for unregistered machines and identify key points of failure. Based on the results, Aidrien curates targeted resolution guidance to assist administrators during troubleshooting.

The health check closely aligns with the Cloud Health Check utility and detects critical signals that commonly cause machine registration failures. These insights are surfaced directly within the Aidrien user interface, eliminating manual efforts to run scripts on the individual VDAs.

To learn more about the prerequisites for script execution, see Troubleshoot machines in Monitor.

Citrix Aidrien is optimized to assist administrators in diagnosing why user sessions fail to launch or connect. Using session launch diagnostics data and associated transaction logs, Aidrien analyzes session launch details and connection failure scenarios, and correlates failures with machine configuration and environment state.

Based on this analysis, Aidrien provides error‑aware, scenario‑specific responses to help resolve common classes of session failures.

Session performance analysis in Citrix Aidrien has been enhanced with usability improvements that help construct potential root‑cause analysis and resolution summaries. Administrators can review high‑level summaries or drill-down into detailed insights and performance baselines to effectively address user-reported performance issues.

Citrix Aidrien provides centralized visibility into SSL certificates and SSL/TLS configuration across all managed NetScaler instances. By analyzing certificate inventory, bindings, expiry timelines, cryptographic strength, and protocol usage, Citrix Aidrien helps administrators proactively identify expired or soon‑to‑expire certificates, weak algorithms, and deprecated SSL/TLS configurations.

These insights are surfaced directly within the Citrix Aidrien interface, reducing the need for manual certificate inspection and helping prevent SSL‑related outages and compliance gaps.

Citrix Aidrien enables administrators to schedule NetScaler upgrades through a guided workflow within NetScaler Console service. Citrix Aidrien evaluates the current build, security posture, and compatibility, performs pre‑upgrade validation checks, and recommends an appropriate target build before scheduling the upgrade.

Administrators can define a maintenance window in UTC, after which Citrix Aidrien creates the upgrade job using default settings and redirects the job to NetScaler Console, ensuring a controlled and auditable upgrade process.

Citrix Aidrien introduces build comparison intelligence to help administrators understand differences between NetScaler releases. Citrix Aidrien compares source and target builds to highlight fixed issues, known issues, enhancements, and security updates.

For environment‑specific analysis, Citrix Aidrien contextualizes release notes based on the features enabled on a selected NetScaler instance and generates a downloadable, instance‑specific release note summary, reducing manual review effort.

Citrix Aidrien now delivers contextual insights directly within key NetScaler Console dashboards through the “Analyze with Citrix Aidrien” action. Citrix Aidrien analyzes the selected dashboard scope or instances and presents pre‑populated summaries to accelerate troubleshooting and decision‑making.

Supported dashboards include Instance Inventory, Security, and Upgrade Advisory, enabling administrators to quickly interpret health status, security exposure, and upgrade readiness without manual correlation.

Citrix Aidrien now also leverages an internal expert guidance system built on a PII‑sanitized support resolution intelligence layer. This indexed knowledge base aggregates patterns from anonymized support cases to enhance issue recognition, conversational troubleshooting, and personalized recommendations. As a result, Citrix Aidrien more effectively surfaces known issues and provides you with guided, context‑aware assistance.

A set of default prompts are showcased when you open a new chat in Citrix Aidrien. These default prompts have now been updated to reflect some of the features Citrix Aidrien supports today. Here is the updated list of default prompts.