An intelligent biomarker discovery platform powered by AI agents, unifying fragmented biological knowledge across cell types, pathways, and clinical research.
Biomarker-AI is an agentic knowledge base that unifies 20+ curated databases across four critical biological domains—cell type markers, transcriptional regulation, cell-cell communication, and biological pathways—enabling researchers to query using natural language.
Unlike traditional keyword-based databases, our platform uses Large Language Model (LLM) agents to understand biological context and complex queries. Ask questions in plain English— the AI synthesizes responses from its integrated knowledge graph.
Ask complex biological questions without specialized query syntax
LLM agents filter results based on semantic meaning, not just keywords
Seamlessly query across 20+ databases spanning multiple biological domains
Interactive platform with intelligent retrieval and analysis capabilities
Advanced language models for semantic understanding and biological reasoning
Integrated network connecting biomarkers across cell types and pathways
Built-in tools for enrichment analysis and visualization
Accelerating precision medicine through AI-driven biomarker discovery and integrated analytics