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Virtue AI Case Studies

Real customers. Real deployments.
Virtue AI brings visibility, control, and trust to enterprise AI.

Customer StorY
Finance

Securing AI in Finance

AllianceBernstein uses Virtue AI's real-time text guardrails (VirtueGuard) to bring safety, security, and compliance to its generative AI systems, enforcing firm-specific policies and regulatory requirements without impacting user experience.

Value Delivered

Real-time (sub-10ms) guardrails without user experience degradation.

Policy adherence: model output aligned to firm-specific policies and regulatory frameworks, with low false positives.

Advanced risk detection:
powered by continuous red teaming, VirtueGuard protects against new vulnerabilities and zero day attacks.

WHY THEY CHOSE VIRTUE AI

State-of-the-art real-time guardrail engine designed for enterprise-grade AI deployments.

Streamlined API and SDK-based integration.

Deployed on-premises within AllianceBernstein's secure environment.

Customer Stories
IT / Tech

Red-Teaming and Reporting at Scale

OpenAI uses Virtue AI's continuous, automated red-teaming (VirtueRed) for real-time API vulnerability assessment and pen-testing of multimodal AI systems.

Value DeliverED

Comprehensive indentification of potential vulnerabilities in GenAI products

Ensured compliance to avoid regulatory challenges

Increased user trust through enhanced safety measures and authenticated third-party

WHY THEY VIRTUE AI

Advanced, proprietary algorithms to identify corner cases across 1000+ risk categories

Automated, multimodal red-teaming for efficiency

Comprehensive, audit-ready reporting
to inform roadmap and maintain compliance

Customer StorY
IT/Tech

Real-Time Moderation with AI Guardrails

Uber leverages Virtue AI's real-time guardrail (VirtueGuard) to safeguard AI and human-generated content, including driver-passenger chat moderation, merchandise-related communications, and customer service dialogues.

Value DeliverED

Real-time misuse detection, enabling faster response and resolution for trust and safety teams.

Regulatory risk reduction
, enforcing guardrails and audit-ready traceability to support global compliance.

User trust protection
, preventing harmful or misleading AI interactions across customer experiences.

Operational efficiency gains
, automating high-volume moderation to reduce manual workload and lower cost.

WHY THEY CHOSE VIRTUE AI

Real-time guardrails, powere by purpose-built proprietary models deliver instant enforcement with lower compute overhead.

Multi-lingual coverage across 100+ languages enables consistent protection in every market.

High accuracy with minimal false positives preserves user experience while reducing review burden.

Customer StorY
Finance

Securing AI in Finance

AllianceBernstein uses Virtue AI's real-time text guardrails (VirtueGuard) to bring safety, security, and compliance to its generative AI systems, enforcing firm-specific policies and regulatory requirements without impacting user experience.

Customer Quote

“Our collaboration with Virtue AI
enables us to stay ahead of emerging
threats by leveraging advanced
capabilities that protect the firm,
empower users, and safeguard our
data—while helping us better serve
our clients.

Andrew Chin
Chief AI Officer, AllianceBernstein
Value Delivered

Real-time (sub-10ms) guardrails without user experience degradation.

Policy adherence: model output aligned to firm-specific policies and regulatory frameworks, with low false positives.

Advanced risk detection:
powered by continuous red teaming, VirtueGuard protects against new vulnerabilities and zero day attacks.

WHY THEY CHOSE VIRTUE AI

State-of-the-art real-time guardrail engine designed for enterprise-grade AI deployments.

Streamlined API and SDK-based integration.

Deployed on-premises within AllianceBernstein's secure environment.

Customer Stories
IT / Tech

Red-Teaming and Reporting at Scale

OpenAI uses Virtue AI's continuous, automated red-teaming (VirtueRed) for real-time API vulnerability assessment and pen-testing of multimodal AI systems.

Customer Quote

“The thoroughness of the reports is very impressive. Insights like these are helpful in evaluating safety trade-offs between different models, which is not trivial at all.”

Lama Ahmad
Lead Program Manager, OpenAI
Value DeliverED

Comprehensive indentification of potential vulnerabilities in GenAI products

Ensured compliance to avoid regulatory challenges

Increased user trust through enhanced safety measures and authenticated third-party

WHY THEY VIRTUE AI

Advanced, proprietary algorithms to identify corner cases across 1000+ risk categories

Automated, multimodal red-teaming for efficiency

Comprehensive, audit-ready reporting
to inform roadmap and maintain compliance

Customer Stories

Securing AI in Finance

Salesforce leverages Virtue AI's AgentSuite (VirtueRed for Agents) to do comprehensive risk assessment of their AgentForce product.

Customer Quote

“Partnering with Virtue AI allows us to
rigorously assess multi-agent
behaviors, coordination failures, and
adversarial pathways through theiradvanced industry-leading red-
teaming platform, strengthening thesecurity and reliability of our AI agent
systems.

Sarah Tan
Director of Responsible AI, Salesforce
Customer StoRY

Real-Time Moderation with AI Guardrails

Uber leverages Virtue AI's real-time guardrail (VirtueGuard) to safeguard AI and human-generated content, including driver-passenger chat moderation, merchandise-related communications, and customer service dialogues.

Customer Quote

“VirtueGuard provides real-time
guardrails for our chatbots and
dialogue moderation, outperforming
alternative solutions.”

Sally Lee
Lead Tech Manager, Uber
Value DeliverED

Real-time misuse detection, enabling faster response and resolution for trust and safety teams.

Regulatory risk reduction
, enforcing guardrails and audit-ready traceability to support global compliance.

User trust protection
, preventing harmful or misleading AI interactions across customer experiences.

Operational efficiency gains
, automating high-volume moderation to reduce manual workload and lower cost.

WHY THEY CHOSE VIRTUE AI

Real-time guardrails, powere by purpose-built proprietary models deliver instant enforcement with lower compute overhead.

Multi-lingual coverage across 100+ languages enables consistent protection in every market.

High accuracy with minimal false positives preserves user experience while reducing review burden.

Unified Governance for Agentic Systems and AI Applications

Comprehensive, centralized governance for enterprise AI.