In general, our assurance services are valuable (and arguably necessary) across practically every application of AI. Our team has expertise across various AI domains including Vision, NLP, Large Language Models (LLMs), Reinforcement Learning (RL), Complex Systems, and Time Series. In complex systems, we manage multiple AI models that work collaboratively, processing multimodal data and generating signals for a second layer of models.