Automated AI Red Teaming and Real-Time Guardrails for Enterprise AI Systems

AIM Intelligence is a Seoul-based AI security company founded in 2024 to give enterprises a way to test and then control the generative systems they push into production. Its work targets organizations deploying LLM-backed chatbots, autonomous agents, and multimodal applications, with early traction among large Korean enterprises in manufacturing, telecommunications, and financial services, where an unvetted model or an over-permissioned agent carries regulatory and reputational consequences the business cannot easily absorb.

The platform splits into offense and defense. Stinger runs an attack agent against a target system while a response judge scores each exchange and a shared memory layer feeds successful techniques into later attempts, drawing on a library the company describes as more than ten million attack scenarios spanning text, image, audio, video, and physical AI, plus RAG-pipeline payloads across several file formats. Starfort covers runtime, inspecting prompts, responses, tool calls, and function arguments through a purpose-built lightweight detection model.

Pairing pre-deployment adversarial testing with runtime enforcement, rather than doing only one, is the central positioning claim, as is coverage that extends past text into audio, video, and robotics. Starfort ships as an API, a proxy fronting Bedrock, Azure AI, or Vertex, or a desktop agent that detects employee use of tools like ChatGPT and Copilot, with on-premise and air-gapped options. The company cites fifteen-plus papers at ICLR, ICML, ACL, and NeurIPS, ISO 27001 certification, and a 10 billion won Series A led by Samsung Venture Investment.