TrojAI

Troj.ai is a startup that operates in the field of artificial intelligence (AI), machine learning (ML), and large language models (LLM) risk management and security. The company provides solutions and expertise to assess, measure, and track the risks and vulnerabilities of AI/ML/LLM models. This helps to improve the real-world performance of these models and manage risk exposure effectively.

The company's clients are primarily leading enterprises that rely on AI/ML/LLM models. Troj.ai's services are particularly relevant in today's market, where AI and ML are increasingly being used, and the need for risk management and security in this area is growing.

Troj.ai offers several product solutions. The 'Model Stress Test' generates adversarial samples to test the performance competence of models and mitigate vulnerabilities. The 'Model Risk Audit' verifies model performance and documents residual risks, providing a clear path to risk mitigation. The company also offers solutions for large language models (LLMs), helping to identify and mitigate cybersecurity vulnerabilities.

The business model of Troj.ai is based on providing these services to enterprises. The company makes money by charging for these services, which are essential for businesses that want to ensure the robustness, safety, and performance of their AI/ML/LLM models.

Keywords: AI Risk Management, Machine Learning Security, Large Language Models, Model Stress Test, Model Risk Audit, Cybersecurity, Enterprise Solutions, Model Performance Verification, Residual Risk Documentation, Secure Model Development Lifecycle.