BiRAGAS Framework
Autonomous Multi-Layer System for Biomarker Discovery and Transcriptomic Insight Generation
BiRAGAS bridges the gap between raw transcriptomic data and interpretable biological intelligence. Through a unified chain of RAG-driven reasoning, harmonization, differential expression analysis, cellular deconvolution, and gene prioritization, the system transforms unstructured omics data into clinically relevant insights—autonomously and reproducibly.
Built upon agentic orchestration and real-time reasoning layers, BiRAGAS reduces analytical variability by over 35% while enhancing reliability and interpretability by more than 80% across experimental contexts. The platform enables researchers and clinicians to visualize, interrogate, and validate complex molecular mechanisms within minutes – not months – thereby redefining the discovery cycle across precision medicine, immunology, and oncology.
BiRAGAS – Accelerating the future of biomarker intelligence.
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