Social Proof
Virtue AI Case Studies
Real customers. Real deployments.
Virtue AI brings visibility, control, and trust to enterprise AI.






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Social Proof
Virtue AI Case Studies
Real customers. Real deployments.
Virtue AI brings visibility, control, and trust to enterprise AI.

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.
“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.
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.
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.

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.
“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.”
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
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

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

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