AI Agent Platform for Life Sciences
MatwingsVenus is a conversational protein design agent that integrates scientific tools and uses natural language across life-science R&D tasks — including deep research, sequence design, structure prediction, molecular docking, and screening.
Platform Foundation Capabilities
AI Black Lab
Connects seamlessly with the design platform to automate core experimental workflows and close the intelligent R&D loop.
Sequence-to-Function
Globally Leading Foundation Model

Using VenusREM as the industry gold standard, benchmarking protein prediction capabilities of Claude, GPT, Gemini, Kimi and other general-purpose large models
https://www.proteingymllm.com/Agent
Move research questions from evidence gathering to executable delivery through deep research, AI assistance, and wet-lab services.
Generate evidence chains and validation suggestions
Use natural language to route data retrieval, solution design, and model computation
Connect gene synthesis, expression, purification QC, and antibody services
Product Solutions & Expert Services
Connect marketplace selection, expert services, and delivery solutions.
Marketplace Products and Validation Resources
Covering recombinant proteins, tool enzymes, diagnostic enzymes, purification tools and material science consumables
From Research Goals to Delivery Plans
Integrating protein engineering, production line development, custom development and vertical AI agent capabilities
50+ Certified Experts for Joint Review
Structure review, route assessment, consultation booking with domain experts
