OpenRead

OpenRead is a sophisticated AI-powered research platform engineered to solve the bottlenecks of academic literature reviews and scientific data extraction. At its core, OpenRead utilizes a proprietary high-fidelity PDF-to-Markdown parsing engine, which uniquely preserves the structural integrity of complex scientific documents including LaTeX formulas, multi-column tables, and hierarchical citations. By 2026, the platform has evolved into a comprehensive Research OS, featuring 'Iris', a contextual AI workspace that allows users to interrogate entire libraries of documents simultaneously. The platform's market position is defined by its ability to bridge the gap between traditional reference managers like Zotero and modern LLM capabilities. It serves PhD students, R&D departments, and medical researchers by automating the extraction of methodologies, results, and critical insights from millions of indexed papers via its semantic search layer. OpenRead's technical architecture is optimized for low-latency retrieval-augmented generation (RAG), ensuring that AI-generated summaries are grounded in specific, verifiable citations from the uploaded or indexed literature.