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Virtue AI Tech Stack

AI security platform for enterprise agents and models

Technology, Information and Internet San Francisco, California 11–50 employees Founded 2024 Privately Held

Virtue AI is a 2024-founded AI security startup operating a multi-layered defense stack: Python + PyTorch + Hugging Face for model work, Kubernetes + Terraform for infrastructure, and integrations with OpenAI, ChatGPT, VS Code. The project list signals a company split between security R&D (red-teaming techniques, guardrail models, adversarial attack detection) and commercial motion (sales playbooks, SSO features, enterprise decks), with pain points centered on prompt injection, model exfiltration, and production reliability — core problems for enterprises deploying AI agents at scale.

Tech Stack 32 technologies

Core StackPython PyTorch Hugging Face Docker Kubernetes Go TypeScript React OpenAI LangChain GitHub Actions Datadog Grafana Prometheus Terraform Pulumi Node.js FastAPI Next.js vLLM C/C++ Google DeepSpeed SGLang TensorRT CUDA Triton CSS LangGraph PowerPoint+2 more

What Virtue AI Is Building

Challenges

  • Protecting ai from adversarial attacks
  • Ensuring ai compliance
  • Reducing model latency
  • Reliability of production systems
  • Scaling of production systems
  • Operational bottlenecks
  • Prompt injection
  • Model exfiltration
  • Data leakage
  • Cost-efficient inference under unpredictable workloads

Active Projects

  • Core techniques for agent and model red-teaming
  • Core guardrail models for agents
  • Model evaluation and analysis
  • Repeatable sales motions
  • Sales playbooks development
  • Efficiency inference methods to reduce model latency
  • Secure agent platform
  • Enterprise sso features
  • Platform scalability optimization
  • Enterprise-facing decks

Hiring Activity

Decelerating8 roles · 1 in 30d

Department

Engineering
3
Research
2
Design
1
Sales
1

Seniority

Mid
4
Senior
2
Intern
1
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About Virtue AI

Virtue AI builds an AI security platform designed to protect enterprise agents, models, and applications across text, code, image, video, and audio inputs and outputs. The company operates through automated red-teaming, real-time guardrails, and policy-driven governance, with deployment options spanning cloud, on-premises, and SaaS, plus direct integrations into tools like ChatGPT and VS Code. Founded in 2024 and based in San Francisco, the 11–50-person team spans engineering, research, design, and sales, with active development on core security techniques, inference optimization, and enterprise platform capabilities including SSO and scalability.

HeadquartersSan Francisco, California
Company Size11–50 employees
Founded2024
Hiring MarketsUnited States

Frequently Asked Questions

What tech stack does Virtue AI use?

Python, PyTorch, Hugging Face, vLLM, Kubernetes, Docker, Go, C/C++, TypeScript, React, OpenAI, LangChain, Datadog, Prometheus, Terraform, and CUDA for GPU acceleration. Stack emphasizes model serving and infrastructure reliability.

What is Virtue AI working on?

Core projects include red-teaming techniques for agents and models, guardrail model development, model evaluation, inference latency optimization, secure agent platform architecture, enterprise SSO, and sales playbook development. Pain-point focus: prompt injection, model exfiltration, and production scaling.

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