QuantaSeek is a hybrid AI-powered information retrieval and analysis platform developed by SOFTwarfare. It combines GPU-accelerated large language model (LLM) inference with Lewis Rhodes Labs' ExtremeSearch™ technology to deliver low-latency, high-accuracy data search and insight generation. The platform uses a Retrieval-Augmented Generation (RAG) architecture to ground LLM outputs in verified data from a user-defined knowledge base, reducing the risk of AI hallucinations. This approach allows QuantaSeek to filter data at ExtremeSearch speed and generate responses using GPU-powered LLM inference. QuantaSeek is designed for mission-critical environments including Defense & Intelligence, Healthcare, and Finance. Key operational characteristics include: - Compression of complex analysis timelines from hours to under a minute - CMMC-compliant multi-factor authentication (MFA) - A rapid deployment model - A security-focused architecture built for demanding, high-stakes use cases The system addresses limitations of standalone LLM deployments by ensuring outputs are grounded in factual, verified information rather than generated from model weights alone.