Building
Infrastructure for Human Validation.
AI-Orchestrated Human Validation, from Experiment to Decision.
Building
Infrastructure for Human Validation.
AI-Orchestrated Human Validation, from Experiment to Decision.
Building
Infrastructure for Human Validation.
AI-Orchestrated Human Validation, from Experiment to Decision.
[ THE CHALLENGE ]
[ THE CHALLENGE ]
Fragmentation.
The Problem Isn’t Innovation.
It's
Innovation is everywhere.
The problem is that these innovations remain fragmented.
Traditional Models Are Reaching Limits.
AI Is Generating Discoveries
Faster Than Ever.
Human-Relevant Tools Already Exist.
Every Program Rebuilds Same Stack.
Traditional Models Are Reaching Limits.
AI Is Generating Discoveries
Faster Than Ever.
Human-Relevant Tools Already Exist.
Every Program Rebuilds Same Stack.
Innovation is everywhere.
The problem is that these innovations remain fragmented.
[ THE CHALLENGE ]
[ THE CHALLENGE ]
The Problem Isn’t Innovation.
It's
Fragmentation.
Innovation is everywhere.
The problem is that these innovations remain fragmented.
Traditional Models Are Reaching Limits.
AI Is Generating Discoveries
Faster Than Ever.
Human-Relevant Tools Already Exist.
Every Program Rebuilds Same Stack.
Input.
AI Models
AI Platforms & Discovery Engines.
Drug Candidates
Small Molecules,
Biologics,
Cell & Gene Therapies.
Project Goals
Indication,
Endpoints,
Timelines,
Constraints
Agentic AI Orchestrator.
Proposal Agent
Proposal Agent
Study Design Agent
Study Design Agent
Imaging Agent
Imaging Agent
Execution Agent
Execution Agent
Analysis Agent
Analysis Agent
Reporting Agent
Reporting Agent
[ Workflow ]
[ Workflow ]
Agentic AI Orchestrates the Entire Workflow
Speed, scale, and reliability.
— powered by multi-agent intelligence, automation, and ecosystem integration.
[ Workflow ]
[ Workflow ]
Agentic AI Orchestrates the Entire Workflow
Speed, scale, and reliability.
— powered by multi-agent intelligence, automation, and ecosystem integration.
Executable Human Models At Scale
Lung Models
BBB / CNS Models
Cancer Models
Liver Models
Kidney Models
Barrier Models
From scientific question to evidence-backed decision.
Ecosystem Integration.
01
Cell & Model Providers
02
Technology & Service Partners
03
Multi-omics & Analytic Partners
[ Our Position ]
[ Our Position ]
The Next Leap Is
Integration.
We’re Building the Integrated Infrastructure for Human Validation.
we're not using AI simply to analyze experiments. We're building toward AI that can orchestrate experiments
Guan Yu Chen, Ph.D.
Founder & CEO
we're not using AI simply to analyze experiments. We're building toward AI that can orchestrate experiments
Guan Yu Chen, Ph.D.
Founder & CEO
-
[ Our Position ]
[ Our Position ]
The Next Leap Is
The Next Leap Is
Integration.
Integration.
We’re Building the Integrated Infrastructure for Human Validation.
We’re Building the Integrated Infrastructure for Human Validation.
we're not using AI simply to analyze experiments. We're building toward AI that can orchestrate experiments
Guan Yu Chen, Ph.D.
Founder & CEO
-
Controlled Microenvironment
Flow, ALI, barrier, mechanical cues
Controlled Microenvironment
Flow, ALI, barrier, mechanical cues
Automation & Standardization
Reproducible, scalable, high-throughput
Automation & Standardization
Reproducible, scalable, high-throughput
Automation & Standardization
Reproducible, scalable, high-throughput
Automation & Standardization
Reproducible, scalable, high-throughput
Modular & Configurable
Flexible to build multi-organ & disease models
Modular & Configurable
Flexible to build multi-organ & disease models
[ Our Position ]
[ Our Position ]
One
Everything Connected.
Infrastructure.
A standardized platform connecting human biology, sensing, and automation to build scalable, reproducible human models.
[ Our Position ]
[ Our Position ]
One
Everything Connected.
Infrastructure.
A standardized platform connecting human biology, sensing, and automation to build scalable, reproducible human models.
Controlled Microenvironment
Flow, ALI, barrier, mechanical cues
Controlled Microenvironment
Flow, ALI, barrier, mechanical cues
Integrated Sensing
Real-time imaging, TEER, functional readouts, omics
Integrated Sensing
Real-time imaging, TEER, functional readouts, omics
Automation & Standardization
Reproducible, scalable, high-throughput
Automation & Standardization
Reproducible, scalable, high-throughput
Modular & Configurable
Flexible to build multi-organ & disease models
Modular & Configurable
Flexible to build multi-organ & disease models
[ Our Platforms ]
Anivance
Platform.
Modular tools connecting human tissue models, controlled exposure, and functional readouts in one experimental workflow.
Executable Human Models At Scale
Lung Models
BBB / CNS Models
Cancer Models
Liver Models
Kidney Models
Barrier Models
From scientific question to evidence-backed decision.
[ Workflow ]
[ Workflow ]
Agentic AI Orchestrates the Entire Workflow
Speed, scale, and reliability
— powered by multi-agent intelligence, automation, and ecosystem integration.
Input.
AI Models
AI Platforms & Discovery Engines.
Drug Candidates
Small Molecules, Biologics, Cell & Gene Therapies.
Project Goals
Indication, Endpoints, Timelines, Constraints
Agentic AI Orchestrator.
Ecosystem Integration.
Proposal Agent
Proposal Agent
Study Design Agent
Study Design Agent
Execution Agent
Imaging Agent
Analysis Agent
Analysis Agent
Reporting Agent
Reporting Agent
Executable Human Models At Scale
Lung Models
BBB / CNS Models
Cancer Models
Liver Models
Kidney Models
Barrier Models
From scientific question to evidence-backed decision.
[ Our Solution ]
[ Our Solution ]
[ Our Solution ]
One Infrastructure.
One Infrastructure.
One Infrastructure.
Two Ways In.
Start where it makes sense for you.
— through a study, platform deployment, or partnership.
Start where it makes sense for you.
— through a study, platform deployment, or partnership.
[ OUR SOLUTION ]
01
Human Validation
Human-relevant evidence for drug development decisions.
Human-relevant evidence for drug development decisions.
Explore
Target
validation
Compound
screening
Phase
I ~ III
Approval to
Launch
NAM-informed
Preclinical
Lead Optimization
02
Physical AI Enablement
Lab-in-the-Loop, Built on Human Models.
Lab-in-the-Loop, Built on Human Models.
Explore
Explore
Lab-in-the-Loop.
Lab-in-the-Loop.
01. Hypothesis Generation
02. Confidence Assessment
03. Human Evidence Request
04. Human Validation (Anivance Platform)
05. Human Evidence Dataset
06. Model Retraining (BioNeMo)
07. Better Predictions, Better Decisions
Hypothesis Generation
01.
Confidence Assessment
02.
Human Evidence Request
03.
Human Validation
04.
(Anivance Platform)
Human Evidence Dataset
05.
Model Retraining
06.
(BioNeMo)
Better Predictions, Better Decisions
07.
Continuous Learning, Increasing Confidence
Continuous Learning, Increasing Confidence
More Human Data
Smarter AI Models
Better Decisions
Better Decisions
Better Outcomes
Better Outcomes
More Human Data
Smarter AI Models
[ GLOBAL NETWORK ]
[ GLOBAL NETWORK ]
[ GLOBAL NETWORK ]
Worldwide Network For Human Validation.
Worldwide Network For Human Validation.
[ Next Step ]
Advance Your Next Drug Program with Human-Relevant Evidence
Advance Your
Next Drug Program with
Human-Relevant Evidence
Advance Your Next Drug Program with Human-Relevant Evidence
Let’s Talk