The Adaptive AI Application for Every Lab
AutoHCS™ is an adaptable, AI-powered image analysis system designed for cellular or tissue-based high-content screening assays. It customizes its image analysis to meet specific experimental needs, automatically detecting and scoring phenotypic responses to drugs in cells or tissue to reveal drug and morphological clusters for pharmacological and biological interpretation.
AutoHCS creates lab-specific AI models that adapt to diverse research applications. Whether you're conducting anti-cancer therapeutic screens, selecting iPSC clones, monitoring stem cell differentiation, analyzing drug responses over time, or identifying novel compound signatures, AutoHCS transforms complex image data into actionable scientific insights.
Advantages of AutoHCS
Our customers love AutoHCS for its ability to expedite discovery in as little as a day, removing human bias through advanced machine learning for a more objective analysis.
Simply send us your images and we'll handle everything else—
no new software to learn.
AutoHCS offers flexible AI models trained on known experimental controls, and its automatic reports can be tailored to your needs, from customized visualizations to specialized downstream bioinformatics analyses.
This combination of speed, simplicity, and adaptability make AutoHCS an invaluable research tool.
Let us guide you through AI integration.
Have Confidence in Working with Us
AutoHCS has successfully collaborated with multiple partners in biotech and academia, resulting in significant impacts on individual research in precision medicine and fields shaping the role of predictive AI in high-content screening analysis.
Timecourses
AutoHCS studies dynamic cellular processes, enabling precise tracking of apoptotic pathways and monitoring of stem cell differentiation stages over time.
Apoptosis
Stem Cell Differentiation
Binary AI Trained Per Timepoint
AI Trained on All Timepoints
Cell Stress and Toxicity
Antiviral Drug Screen
AutoHCS teases apart the subtle phenotypes within the broad scope of cell stress. In this antiviral screen, known effective doses of antiviral cluster distinctly from higher, cytotoxic doses.
Mechanism of Action
Working with primary patient cells, AutoHCS uncovers complex drug-response patterns through advanced UMAP visualization, hierarchical clustering, and pathway enrichment analysis.
Dendrogram of >1,500 compounds
Enlarged dendrogram insert colored on relevant bioinformatic compound clusters
Corresponding UMAP>193k sample view
Working Together is Easy
At ViQi, we're committed to partnering with you throughout your research journey. We work closely with your team to create customized assay solutions with rigorous, reproducible validation tailored to your specific goals and protocols.
Getting started is easy – simply provide your images and metadata, and we'll automate the downstream image analysis!
Ready to transform your research with
AI-powered screening?
Whether you're considering a pilot study, exploring new high-content screening applications, or simply curious about integrating predictive AI into your workflow, we're here to help.