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The Future of NLP in Government Systems: How Users Will Work, Think, and Decide in the Next Decade

Security & Compliance at Scale: Protecting Sensitive Data in a National‑Scale NLP System

Scalability and Cost Efficiency: Delivering National‑Scale NLP on Commodity Hardware

Operational Controls and Observability: Knowing the Right Numbers at All Times

Examiner‑Facing Delivery at Scale: Rendering 10,000‑Page Documents for 20,000+ Users with NodeJS, React, and Docker

SOLR and Selective Retrieval at Scale: Full‑Document Indexing for User Search and LLM Summaries

Decision Support at Scale: How Structured Data, Modeling, and LLM Summaries Work Together

cTAKES at Production Scale: Data Modeling, Performance, and Operational Practices

Engineering for Scale: How Our Pipeline Runs 20M+ Pages a Day on Commodity Hardware

The Hidden Challenge of Medical Evidence at a National Scale