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Hu-mAtrIx™ AI-Powered Antibody Discovery & Development Platform

The Right Decisions with AI-guided Lead prioritization
Overview
Lead Prioritization
Affinity & Developability
AI-Assisted Discovery

Smarter decisions, more efficient workflows

Hu-mAtrIx™ is an AI-enhanced platform built on the clinically validated Harbour Mice® system, functioning as an integrated enhancement layer that strengthens decision-making efficiency across multiple stages of antibody discovery and optimization while remaining anchored to proven in vivo biology.

Harbour Mice®

Built on Fully human H2L2 and HCAb platforms with global IP protection and clinical validation, forming the biological foundation of all Hu-mAtrIx™ applications  

Training Data

Trained on large-scale proprietary HCAb libraries (>9M sequences), public protein sequence datasets (~50M), and target-specific experimental binding data derived from Harbour Mice® discovery programs

Multi-Stage AI

Model-driven insight applied across multiple discovery and optimization stages, including candidate prioritization, affinity refinement, and developability assessment
    

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  • It will shorten the workflow for positive plasma cell screening from months to a single day.

  • The high throughput screening with 14K or 20K chips dramatically decreases labor costs for screening more than 10,000 cells.

  • Direct screening with individual plasma cells prevents the diversity loss/bias during hybridoma screening.

Lead prioritization within Harbour Mice® discovery

During early discovery, Harbour Mice® immunization and NGS screening generate large pools of candidate antibodies. Hu-mAtrIx™ supports this stage by prioritizing candidates based on predicted binding potential, sequence diversity, and early biophysical signals, helping focus experimental efforts on the most promising leads. This reduces experimental burden and accelerates hit-to-lead decisions while preserving the underlying in vivo discovery workflow.

Antibody Discovery in a “Single Day” by Beacon® Technology

Berkeley Lights Beacon® Optofluidic System

Beacon® can support the separation and screening of 10,000+ cells in a single run with one 14K or 20K OptoSelect chip. Enriched plasma cells are individually loaded into NanoPen chambers on the chip. Our proprietary medium preserves the viability and facilitates antibody secretion of these plasma cells. Multiple in-chip assays can be sequentially performed to screen those plasma cells, and the cells with desired signals wll beare selected and exported one by one through OEP technology. The entire workflow is completed in just one day.

High Throughput Chip

Each 20K OptoSelect chip has 20,000 individual NanoPen chambers and can separate and screen up to 20,000 cells within a single run.

Versatile In-Chip Assays

With real-time fluorescent microscopy technology, different assays could be performed in-chip for plasma cell screening, including:

  • Antigen beads binding assay
  • Cell binding assay
  • Competition assay
  • Reporter cell assay

All these advantages make SBC platform to become highly efficient and robust antibody discovery platform.

Precisely Single Cell Exporting

Opto-electro positioning (OEP) technology precisely manipulates and unloads cells to 96-well plates preloaded with single-cell sequencing reagents.

AI-guided affinity maturation

Once binders are identified, Hu-mAtrIx™ supports affinity maturation by evaluating local sequence space around validated antibodies. Predictive analyses guide selection of variants with improved binding while preserving developability, helping ensure that affinity gains do not introduce downstream liabilities.

  • It will shorten the workflow for positive plasma cell screening from months to a single day.

  • The high throughput screening with 14K or 20K chips dramatically decreases labor costs for screening more than 10,000 cells.

  • Direct screening with individual plasma cells prevents the diversity loss/bias during hybridoma screening.

Developability by Design

Late-stage failures are often driven by developability issues such as instability, aggregation, or poor expression. Hu-mAtrIx™ helps identify these risks early by predicting and flagging potential liabilities during discovery and optimization, enabling problematic candidates to be deprioritized or refined before significant downstream investment.

Selective AI-assisted antibody discovery for challenging targets

In select cases where conventional immunization-based discovery is predicted to be difficult, Hu-mAtrIx™ can be applied in parallel to explore complementary antibody sequence space. This AI-assisted approach is used selectively, benchmarked against Harbour Mice®–derived antibodies, and followed by experimental validation.

Strengthen antibody discovery with better insights

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Explore Related Resources

De Novo Fully Human VH Discovery Poster
AI Enhanced Discovery Brochure
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