SOSi delivers cutting-edge AI/ML solutions across our entire portfolio. We tailor our AI/ML solutions to transform mission execution and optimize architectures to operate across available resources, from low power disconnected devices at the tactical edge to hyperscale computing.
We train and integrate best-in-class models across technologies such as automatic speech recognition (ASR), machine translation (MT), natural language processing (NLP), and computer vision while adhering to stringent security, legal, and ethics standards.
Our Machine Learning Operations (MLOps) capabilities focus on operationalizing machine learning models into trusted, repeatable, production data science workflows at any scale. We support a range of service models including providing a Contractor Owned and Operated (COCO) MLOps environment-as-a-service, designing and deploying Government Owned and Control Operated solutions, and operating within fully customer owned environments. Our MLOps environments greatly simplify and can fully automate the extensive body of evidence needed to support eXplainable AI (XAI), essential to operating trusted AI workloads.
SOSi leverages state-of-the-art AI/ML techniques such as Advanced Retrieval Augmented Generation (RAG) and Knowledge Graph architectures that enhance performance and accuracy of Large Language Models (LLMs) in high assurance/national security missions. SOSi also uniquely trains custom models tailored for highly specialized use cases like lawful intercept missions, leveraging our extensive proprietary datasets.
