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Iris.ai is an artificial intelligence platform designed to structure complex knowledge bases and accelerate research and development (R&D) across data-intensive and regulated industries. The system unifies enterprise documentation, scientific literature, and patent datasets to power domain-specific AI workflows. The platform provides dedicated modules including Axion, Neuralith, and RSpace to clean, structure, and connect unstructured technical documents into AI-ready knowledge graphs. The technology enables systematic literature reviews, automated scientific parameter extraction, and contextual concept mapping with transparent source verification. The platform is designed for research scientists, engineering departments, patent analysts, and corporate innovation teams in sectors such as pharmaceuticals, chemistry, and materials science. The service is distributed through custom enterprise contracts and institutional licensing following technical demonstrations.