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What is TrojAI?

TrojAI is an enterprise AI security platform designed to help organizations safely develop, deploy, and scale AI applications, large language models, and autonomous AI agents. As AI systems become increasingly integrated into business processes, the platform provides specialized security capabilities that address risks unique to AI-driven environments. TrojAI helps organizations identify vulnerabilities during development through advanced testing, validation, and risk assessment processes that uncover weaknesses before deployment. The platform is designed to detect threats such as prompt injection attacks, jailbreak attempts, data leakage, sensitive information exposure, and malicious agent manipulation. Runtime protection capabilities continuously monitor AI interactions, agent actions, and system behavior to identify and prevent security incidents in real time. TrojAI Defend protects operational AI applications by enforcing security policies and detecting anomalous activity across enterprise environments. TrojAI Detect focuses on securing AI models during the build phase, helping organizations strengthen defenses before applications reach production. Compliance and governance features assist organizations in aligning AI deployments with industry-recognized standards and security frameworks. The platform supports deployment across multiple cloud providers, AI models, enterprise systems, and self-hosted environments, providing flexibility for diverse infrastructure requirements. Built for large-scale enterprise operations, TrojAI delivers scalability, customization, and performance while maintaining strong security oversight. By combining AI-specific threat detection, proactive risk assessment, compliance support, and continuous protection, TrojAI helps organizations confidently adopt and expand their AI initiatives.

What is General Analysis?

General Analysis is an advanced AI security platform meticulously crafted to assist security teams in testing, monitoring, and protecting AI agents and systems that are currently in operation. Its main goal is to help organizations understand AI-related vulnerabilities, prevent incidents, and ensure the safety of a variety of real-world AI applications including employee assistants, coding tools, customer service solutions, healthcare support, legal aids, financial advisors, and creative processes. By thoroughly mapping AI applications and agents across a wide array of parameters such as prompts, retrieval techniques, tools, MCP servers, browser interactions, permissions, repositories, cloud accounts, SaaS workflows, and business operations, it effectively detects context-sensitive attacks that expose weaknesses in the system. The platform’s automated red teaming utilizes dynamic attacker models that adapt to the behaviors of their targets, crafting intricate multi-step exploit chains that equip security teams with the capability to identify vulnerabilities that conventional static testing methods might miss. In essence, General Analysis not only strengthens an organization's AI security framework but also assures that their AI implementations remain robust and agile against continuously evolving threats. By fostering a proactive security approach, it enables firms to stay ahead of potential adversarial challenges in the rapidly changing technological landscape.