Omnix AI Advisor: Privacy-Preserving AI Security Insights for Credential Risk

Every day, security teams are inundated with data. The challenge is understanding what information matters most and acting before a credential-based incident turns into a breach.

To address this challenge, Dashlane is introducing Omnix AI Advisor, a new capability within the Dashlane Omnix^™ platform that transforms real-time credential risk data into clear, actionable AI security insights without ever exposing sensitive customer data.

AI Advisor is the industry’s first natural-language AI credential security assistant built on zero-knowledge principles. It’s embedded directly into the Omnix admin console and allows admins to ask questions, uncover risk patterns, and generate reports using natural language. No need to navigate multiple dashboards, export logs, or write custom queries.

Behind the scenes, AI Advisor analyzes credential risk signals such as:

The result is contextual insight that helps teams understand where risk exists, who is most exposed, and which actions will reduce risk fastest.

"Our security team is seeking to leverage AI as a force multiplier so we can focus more time on strategic work and serving the business,” said Leo Cunningham, CISO at AI biotech pioneer Owkin. “However, we must do so responsibly, in partnership with security solutions we can trust with our corporate data.” 

Credential-based attacks remain one of the most common entry points into organizations. Yet, most security tools still force teams to piece together fragmented signals across dashboards, logs, and reports.

At the same time, AI copilots are rapidly entering the security market. While many promise speed and efficiency, most rely on decrypting and processing customer data on infrastructure the vendor—or a third-party model provider—can access. For credential data, that creates a fundamental trust problem.

Dashlane has taken a different path.

Omnix AI Advisor runs inside Dashlane’s Confidential AI Engine, an architectural layer designed to preserve privacy by default.

Credential data is decrypted, processed, and re-encrypted entirely within a hardware-isolated secure enclave, following the same zero-knowledge principles that protect Dashlane vaults. Data is processed only long enough to generate insights and is never retained or used to train models.

This means organizations can benefit from AI-driven analysis of their most sensitive credential intelligence without expanding their attack surface or compromising confidentiality.

Because Omnix collects credential risk signals directly at the browser level, AI Advisor operates on data no other platform sees. This includes risk signals from employees whether or not they store credentials in a vault.

With AI Advisor, admins can:

AI Advisor translates questions such as “Which employees have the most compromised credentials on critical apps?” into clear, natural-language answers based on credential risk intelligence.

With AI Advisor, admins get alerts about which employees are likely to self-remediate and where intervention is needed, helping admins shift from reactive investigation to proactive defense.

From executive summaries to audit-ready reports, AI Advisor turns hours of manual data gathering into minutes.

Using Dashlane’s Model Context Protocol (MCP), AI Advisor can connect into external AI platforms, providing a secure, unified experience.

AI Advisor is not a general-purpose security copilot, and it doesn’t replace SIEM or XDR platforms.

Instead, it focuses deeply on credential security. By making the credential intelligence that only Dashlane can see immediately actionable, AI Advisor strengthens the Omnix platform’s role in preventing one of the most common causes of security incidents.

With AI Advisor, Dashlane is demonstrating that powerful AI and uncompromising privacy don’t have to be trade-offs. This is what privacy-preserving, purpose-built AI looks like, and it’s the standard we believe the industry must meet going forward.

AI Advisor will be generally available this fall. Professional plan customers are invited to sign up for the beta program waitlist today.

And if you’re heading to the 2026 RSA Conference in San Francisco, reserve your seat to attend Dashlane CTO Frédéric Rivain and Senior Machine Learning Engineer Kaouther Ouenniche’s presentation, “Deploying AI You Can’t See—A Field Guide to Privacy-Preserving AI.” 

AI Advisor is a natural-language AI assistant within the Omnix platform that analyzes credential risk signals and turns them into clear insights and recommended actions.

No. All processing happens inside secure cloud enclaves designed so neither Dashlane nor the cloud provider can access the data.

No. Credential data is never retained or used for model training.

Yes. Omnix collects credential risk signals across protected browsers, including credentials outside the vault for users who don’t use Omnix.

No. It’s included as part of Omnix Credential Protection.

It reduces the time and effort required to understand credential risk, prioritize remediation, and generate security and compliance reporting.

AI security insights are real-time, contextual analyses of credential risk signals, including compromised credentials, phishing activity, and password health. They help security teams understand where vulnerabilities exist and which actions to take first. Dashlane’s AI Advisor delivers these insights using a privacy-preserving architecture that never exposes underlying credential data.