AI-Native Foundation for Biologics Innovation
Advanced computational infrastructure purpose-built for biologics discovery. From VHH design to antibody engineering and ADC development, our platform accelerates your path from concept to candidate.
Our Biologics Innovation Suite
Three powerful ways to access state-of-the-art biologics tools and data. Choose what fits your workflow.
Powerful Tools, Simple Integration
Whether you prefer working through your favorite chat client or need a dedicated platform, we've built the infrastructure you need.
Connect Any LLM to Biologics Data
UbiMCP is a Model Context Protocol server that bridges the gap between large language models and specialized biologics resources. Use Claude, ChatGPT, or any MCP-compatible client to access our tools.
Public Database Access
Query UniProt, PDB, and other biologics databases directly from your chat interface.
Computational Tools
Run sequence analysis, structure prediction, and antibody modeling without leaving your conversation.
Your Workflow, Your Client
Works with any MCP-compatible chat application. Keep using the tools you love.
User Query
"Find antibodies targeting EGFR with high affinity"
MCP Server
Queries databases, runs tools, returns structured data
LLM Response
Context-rich answer with biologics-specific insights
Antibody Design
Humanization, optimization
VHH Engineering
Nanobody development
ADC Optimization
Linker-payload design
Developability
Assessment & scoring
Interactive Suite for Biologics Development
A comprehensive web platform providing direct access to state-of-the-art biologics discovery and development tools. No setup, no infrastructure headaches—just results.
Visual Interface
Intuitive UI for complex biologics workflows. See your results visualized in real-time.
State-of-the-Art Methods
Latest algorithms for antibody design, VHH engineering, and ADC optimization.
Zero Infrastructure
We handle the compute, storage, and updates. You focus on discovery.
Enterprise Chat with Expert Access
UbiChat brings together all our tools, expert knowledge, and enterprise-grade security in one conversation. Pre-configured with biologics-specific AI agents and direct access to our computational biology team.
Pre-Configured Tools
All UbiMCP servers and UbiTools functionality built-in. No setup required.
Direct Expert Access
Connect with our computational biology experts for guidance, validation, and deep-dive analysis.
Researcher
"Predict mutations to improve the developability profile of the antibody"
UbiChat AI
Generates initial designs, runs tools, proposes candidates
Expert Review
Our team validates design, suggests optimizations, ensures quality
How Our Platform Works
AI-native infrastructure built to transform biologics research workflows. Our platform integrates data, tools, and expertise to accelerate discovery.
1. Configure Your Research Objectives
Whether it's antibody optimization, VHH design, or ADC development—our platform adapts to your specific research goals. Set your parameters and let the infrastructure work for you.
2. AI-Powered Innovation
Our AI accesses biologics databases, runs computational analyses, and leverages state-of-the-art tools—all working toward your specific objective.
3. Expert-Verified Results
From initial exploration to validated, actionable insights. Our platform delivers expert-vetted outcomes backed by computational biology expertise—ensuring reliability and scientific rigor.
Our Journey
Building AI-native foundations for biologics discovery.
Foundation
Founded to build AI-native infrastructure for biologics discovery
UbiMCP (Beta)
Released MCP server connecting LLMs to biologics resources
UbiTools & UbiChat (Beta)
Powerful tools for biologics innovation
Foundation
Founded to build AI-native infrastructure for biologics discovery and antibody engineering.
UbiMCP (Beta)
Released MCP server connecting LLMs to biologics resources and computational tools.
UbiTools & UbiChat (Beta)
Launched interactive platform and enterprise chat—complete biologics discovery suite.
Latest Insights
Explore our thoughts on AI-native infrastructure, biologics discovery, and the future of computational biology.
A comprehensive analysis of predicting antibody biophysical properties using machine learning. Explore the GDPa1 benchmark dataset, understand baseline model performance, and discover how UniBio Intelligence's improved models reduce overfitting for better generalization.
How we achieved top rankings on the CUREBench@NeurIPS 2025 public leaderboard through systematic model evaluation, dynamic majority voting, and strategic tool integration. Lessons learned from building robust medical AI systems.
Discover how our new MCP servers bring comprehensive biomedical data to AI workflows, enabling faster target validation and drug development.
Ready to Transform Biologics Discovery?
Purpose-built infrastructure for biologics research. Start with UbiMCP for seamless LLM integration, explore UbiTools for interactive workflows, or leverage UbiChat for comprehensive project execution.