Pioneering generative AI for pharmaceutical and material innovation with extensive wet lab validation.

10B
Virtual Screening / Day
100+
Drug Design Projects
20+
PCT Patents
1B
Parameter Foundation Model
80%
Cost Reduction
10-60%
Wet Lab Hit Rate

About Us

Most Validated AI Therapeutic Design Platform

Ainnocence is a global biotech company that leads in generative AI for therapeutic discovery, leveraging industry-grade sequence-based proprietary technology and training data from over 16 years of expertise.

The Challenge

Costly high-throughput wet lab screening, expensive structure biology, and inaccurate 3D modeling processes.

Our Solution

A radical AI drug discovery system accelerating life-saving therapies with unprecedented speed, deep virtual throughput, and higher success rates.

Platform Evolution

From Theory to Foundation Models

A decade of innovation: Communication Dynamics (2015) → Platform Development (2021) → Foundation Models (2026)

2015
Theory Genesis
Communication Dynamics Framework
Key Publications:
• Pan, Güldal, Baugh & Tanik (SDPS 2015)
• Pan, Skidmore, Güldal & Tanik (JIDPS 2022)
2021
Platform Development
10 Modality-Specific Models
Graph Representation:
CarbonAI, MaterialAI, NatmolAI, FormulaAI, CosmeticAI, SynMagic
Sequence Representation:
SentinusAI, PeptideAI, CellulaAI, BioSynthAI, SenseAI
2026
Foundation Models
Unified Multi-Modal Architecture
CHEMICAL:
200M chemicals, 1B parameters
DNA/PROTEIN (AINN-P1):
53M sequences, 1B parameters

Research

Scientific Publications

Peer-reviewed research spanning AI, drug discovery, and computational biology

Nature Scientific Reports • 2025

AI-designed, mutation resistant broad neutralizing antibodies against multiple SARS-CoV-2 strains

Demonstrating the power of sequence-based AI for therapeutic antibody design with unprecedented speed and accuracy.

SDPS 2015 • JIDPS 2022 • arXiv 2026

Communication Dynamics Theory Series

Three foundational papers spanning biomolecular systems, periodic table orbitals, and neural network architecture

Pan et al. — Mathematical foundation for all Ainnocence platforms

Multiple Publications

AI Drug Discovery & Virtual Screening

CarbonAI platform, ParaVS framework, antibody affinity maturation, and more

14+ additional peer-reviewed publications

Intellectual Property

Patent Portfolio

20+ PCT patents protecting our AI drug discovery methodologies

20+
PCT Patents Filed
10+
Platform Technologies
Global
Coverage

Contact

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