IH SYNPIC
SYSTEM
AI-Driven Pichia pastoris Intelligence Platform
Building the World’s Leading Pichia pastoris AI Foundation Model
Powered by advanced Transformer and multimodal fusion architectures, we are creating a next-generation intelligent engine for gene expression prediction and optimization—enabling end-to-end AI reasoning from codon design to protein function. Fully open source, serving researchers and industry worldwide to advance the global frontier of Pichia pastoris AI research.
Open Platform, Serving Global
Researchers & Industry
IHS is a fully open-source platform dedicated to the deep integration of cutting-edge artificial intelligence with synthetic biology, focusing on the intelligent research and open sharing of Pichia pastoris—a critical industrial microbial chassis.
The platform aggregates global multi-omics data on Pichia pastoris—spanning genomics, proteomics, metabolomics, literature, and patents—to build a comprehensive DBTL (Design–Build–Test–Learn) intelligent toolchain. All resources are freely available to researchers, biotech companies, pharmaceutical enterprises, and beyond, collectively advancing the Pichia pastoris ecosystem.
Fully Open & Free
All code, models, and data tools are fully open source under permissive licenses. Any organization or individual can freely use, modify, and contribute.
AI-Powered Research Engine
Leveraging protein language models and graph neural networks for expression prediction, sequence design, and active learning optimization to accelerate scientific discovery.
Global Data Aggregation
Integrating authoritative databases worldwide—NCBI, UniProt, PDB, PubMed, and more—to build the most comprehensive Pichia pastoris knowledge and data hub.
Open Ecosystem Co-building
Serving researchers, biotech companies, and pharmaceutical enterprises worldwide to foster open collaboration and collective progress in the Pichia pastoris ecosystem.
Four-Layer Intelligent Architecture
A complete closed loop from data to automated experimentation. Every layer is AI-driven; every experiment reinforces the system’s intelligence. Fully open source, serving the world.
IHS SynData
Building the world’s most comprehensive open multi-omics database for Pichia pastoris—integrating genomics, transcriptomics, proteomics, and metabolomics data alongside global patents and literature into a structured knowledge graph, fully open for sharing.
IHS SynAI
A Pichia pastoris AI foundation model built on advanced Transformer architectures—spanning expression prediction, sequence generation, and active learning—to create the world’s leading next-generation intelligent gene expression prediction and optimization engine, fully open source.
IHS SynPlatform
An open cloud platform featuring a visual gene design studio (IHS-Design), data analytics module (IHS-Analytics), and laboratory information management system (IHS-LIMS)—freely available to users worldwide.
IHS BioFoundry
An automated biofoundry executing high-throughput strain construction, screening, and fermentation via robotics—enabling unmanned DBTL cycles where every experiment feeds back into the AI model’s continuous evolution. All experimental data is shared openly with the community.
Six Core Capabilities
IHS deeply integrates cutting-edge biotechnology with AI, building an open technology toolchain across six key dimensions—freely serving researchers and industry worldwide.
Next-Generation Pichia pastoris AI Foundation Model
IHS’s core strategic objective is to build the world’s leading AI foundation model dedicated to Pichia pastoris. Based on advanced Transformer architectures and multimodal biological data fusion, this model achieves end-to-end intelligent reasoning from gene sequences to protein functions—reaching state-of-the-art performance in codon optimization, promoter design, signal peptide prediction, and beyond. The model is fully open source, freely available to researchers and industry worldwide, jointly advancing the international frontier of Pichia pastoris AI research.
Methanol-Free Expression System
Developing methanol-free expression systems based on synthetic promoters and host engineering, achieving protein titers exceeding 20 g/L while eliminating methanol safety hazards. All data and tools are fully open.
CRISPR Gene Editing
Building an efficient CRISPR toolbox supporting simultaneous multi-locus editing (single-site efficiency >94.6%), including base editing and prime editing technologies. The entire toolchain is open source.
AI Protein Design
Leveraging protein language models and generative AI to design novel enzymes and proteins with high activity and stability, optimizing metabolic pathways. Models are open source for global researchers.
High-Throughput Screening
Integrating microfluidic droplet sorting (FADS) technology with throughput of 10⁷–10⁸ cells per hour, combined with automation for full-process acceleration from plasmid construction to strain validation.
Metabolic Engineering
Systematically rewiring Pichia pastoris metabolic networks for high-efficiency production of high-value compounds such as squalene (20.8 g/L) and lycopene (10.2 g/L). Research data is openly shared with the community.
Industrial Scale-Up
Continuous cultivation processes can boost yields up to 9× compared to traditional fed-batch. Combined with digital twins and PAT, the process parameter database is openly shared worldwide.
Global Data Resource Hub
IHS systematically integrates authoritative databases and research resources worldwide, building the most comprehensive Pichia pastoris knowledge graph—fully open, serving researchers and industry globally.
Patent Intelligence
Patent Intelligence
Systematic retrieval, parsing, and integration of global Pichia pastoris-related patents, covering USPTO, EPO, CNIPA, JPO, and more—tracking technology trends and IP dynamics.
Research Literature
Research Literature
Real-time tracking and curation of cutting-edge papers and research findings, integrating PubMed, bioRxiv, Web of Science, and other authoritative academic databases across the full spectrum of Pichia pastoris research.
AI Model Repository
AI Model Repository
Aggregating global Pichia pastoris-related AI models, predictive models, and gene expression models—including protein structure prediction, expression optimization, metabolic flux analysis, and more—unified for management and sharing.
Genomics & Proteomics
Genomics & Proteomics
Integrating NCBI, UniProt, ENA, PDB, AlphaFold DB, and other authoritative databases—covering genome sequences, protein structures, functional annotations, and evolutionary information to build a complete molecular biology knowledge base.
Fermentation Process Data
Fermentation Process Data
Curating global Pichia pastoris fermentation process parameter datasets—including media formulations, temperature, pH, dissolved oxygen, induction conditions, and more—combined with machine learning to build a process optimization knowledge base.
Strain Resource Registry
Strain Resource Registry
Integrating global Pichia pastoris strain resource information—including genotype, phenotype, engineering history, and expression performance—connecting ATCC, DSMZ, CGMCC, and other culture collections.
Global Data Source Distribution
16 authoritative sourcesKey Data Sources
Open Sharing, Advancing Science
IHS is a fully open-source platform committed to open access and open collaboration. We believe that open data and tools are the most powerful force for advancing science.
Completely Free & Open
All platform features, data, and AI models are completely free and openly accessible. Researchers, biotech companies, and pharmaceutical enterprises worldwide can use them freely.
Serving the Global Ecosystem
Not only serving academic research, but equally open to biotech companies, pharmaceutical enterprises, and industry at large—driving the collective development of the Pichia pastoris ecosystem.
Community Co-building
Welcoming researchers worldwide to contribute data, code, and models. Every contribution benefits the entire community, collectively building the most authoritative Pichia pastoris knowledge platform.
Advancing Scientific Progress
By eliminating data barriers and tool thresholds, accelerating global collaboration and innovation in Pichia pastoris research—making scientific discoveries benefit a broader audience.
How to Contribute
Every contribution benefits the global Pichia pastoris research community
Contribute Code
Fork the repo, submit PRs, improve platform features
GitHub →Share Data
Upload experimental data to enrich the global database
Data Submission →Share Models
Share your AI models for global use
Model Upload →Improve Docs
Improve documentation to help more researchers get started
Docs Contribution →Who We Serve
An open platform serving researchers and industry worldwide
Join the Open Science Community
Whether you are a researcher, biotech company, or pharmaceutical enterprise, the IHS platform welcomes everyone. Together, let’s advance open sharing and scientific progress in Pichia pastoris research.