AutoPilot + CoPilot
Redefining the drug-discovery paradigm

01
Multimodal Foundation Models

Suite includes BioMedGPT-R1 (open source model), PharMolix-FM (all-atom model), and ChatDDFM®(reasoning model).

02
End-to-end Intelligent Agents

Next-gen drug-development agents: ChatDD-Insight, ChatDD-Discovery, and ChatDD-Trial.

03
Agent Knowledge Graph

PharMolixKG fuses tens of millions of vetted entities with billions of relations, redefining knowledge graphs for large-model workflows.

Open-source Multimodal Bio-medical Model
All-atom Foundation Model
Bio-medical Reasoning Model
01
Open-source Multimodal Bio-medical Model
BioMedGPT-R1—the world's first open-source multimodal reasoning model for biomedicine—delivers top-tier performance, achieving USMLE accuracy on par with proprietary systems and human experts.
02
All-atom Foundation Model
PharMolixFM unifies multimodal data at atomic resolution, scoring 83.9 % (self-rank) and 98.1 % (oracle) on PoseBusters and setting SOTA for binding affinity + drug-likeness on CrossDocked.
03
Bio-medical Reasoning Model
ChatDDFM®, a commercial multimodal reasoning model enriched with life-science knowledge, boosts planning ability and slashes R&D cost. It outperforms peer models in professional medical Q&A.
ChatDD-Insight background

ChatDD-Insight

Powered by PharMolixKG and multimodal RAG, we deliver benchmark-beating answers and deep insights for project initiation and strategic decisions.

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ChatDD-Discovery background

ChatDD-Discovery

One platform covers target discovery, molecular design, screening, optimization, and reporting—driven by conversational AI and proprietary cutting-edge tech—to accelerate novel-drug R&D.

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ChatDD-Trial background

ChatDD-Trial

Foundation models streamline clinical research end-to-end: medical writing, data management, trial operations, pharmacovigilance, AE prediction, real-world evidence, indication mining, and more.

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Framing the knowledge graph for the bio-medical model era

Relations
>100M
Billions of links covering drug–target, drug–disease, and target–disease relationships
Chunks
>100M
Hundreds of millions of curated snippets from peer-reviewed papers, conferences, and other authoritative sources
Entities
80M
Key entities for scouting and R&D—targets, diseases, companies, and more
Partners