TQW CONSULTING LLC

Capabilities

TQW Consulting LLC (dba TQW Solutions) delivers production-grade AI/ML systems for mission-critical government and defense environments. Core competencies: semantic classification, natural language processing (NLP), and multilingual text normalization for complex, jargon-heavy operational data; enterprise taxonomy mapping and data standardization; research-to-production MLOps; and quantitative decision intelligence and time-series modeling. Proven performance: a production semantic classifier achieving 95%+ accuracy across a large multilingual maritime logistics taxonomy, exceeding LLM and RAG baselines. Sovereign, air-gapped compute infrastructure supporting ITAR/CUI-sensitive work; CMMC and NIST AI RMF aligned. Single-principal small business; principal engaged on every engagement. Available as prime or as specialist AI/ML subcontractor. Relevant to DLA, CDAO, Navy, and defense logistics. NAICS 541511, 541512, 541715