The Three Pillars of Success

One engine combining proprietary biology, validated data, AI and high-throughput automation to redefine the speed and scale of antibody discovery.

01

Fully Human Antibody Platform icon

Fully Human Antibody
Platform

02

AI Selection Model Trained on 1B+ Sequences icon

AI Selection Model Trained
on 1B+ Sequences

03

In Vitro & In Vivo Validation icon

In Vitro & In Vivo
Validation

Target KO RenMice® Immunization icon
Target KO RenMice®
Immunization
Next-Gen Sequencing icon
Next-Gen
Sequencing
AI-Powered Analysis & Selection icon
AI-Powered
Analysis & Selection
Automated Antibody Production icon
Automated Antibody
Production
Automated Binding & Affinity Analysis icon
Automated Binding
& Affinity Analysis
platform cycle
FULLY HUMAN ANTIBODY
  • 1,000+ targets across diverse therapeutic areas
  • 1M+ experimentally validated antibody sequences paired with rich wet-lab datasets
  • 450+ global partnerships and licensing agreements
  • Trusted platform powering antibody discovery from target to candidate
HIGH-THROUGHPUT AUTOMATION
  • 100%automated, hands-free robotic workflow from plasmid to purified therapeutic protein production
  • End-to-end manufacturing for speed, consistency, and scalability
    • 50-100 mg/yield
    • 800 samples/day
    • 5,000+ samples/week
AI-POWERED DISCOVERY
  • High-throughput NGS & AI-powered selection workflow
  • AI model trained on our proprietary dataset of 1B+ real-world biological data packages
  • Robust performance on structurally and biologically challenging targets
  • Enriches for highly developable candidates
  • Closed-loop optimization powered by continuous wet-lab feedback
01   PLATFORM BIOLOGY

RenMice® Fully Human Antibody Discovery Engine

To build a scalable fully human antibody library, our proprietary RenMice® suite and target knockout strategy break immune tolerance to unlock the full antibody repertoire, enabling broad coverage of conserved, hard-to-hit epitopes. Furthermore, in vivo negative selection guarantees high target specificity, superior safety and downstream developability.

RenMice Fully Human Antibody Discovery Engine icon
Fully Human Antibody Library 1000+ Therapeutic Targets

200+

TAA Projects

Available for easy plug-and-play

400+

Hu-VHH Projects

TFR1, CD98, 4-1BB, CD3, etc.

200+

GPCR Projects

CCR8, GPRC5D, LGR5, CCR2 etc..

30+

Dual-TAA bsADCs

Ready for out-licensing

10+

TCR mimic Projects

GP100, WT1, KRAS, etc..

30+

Autoimmune Projects

OX40, CD40, TNFSF15, etc..

mAb Platform icon
mAb Platform
RenMab®
BsAb Platform icon
BsAb Platform
RenLite®
BsADC Platform icon
BsADC Platform
RenLite®
Hu-VHH Platform icon
Hu-VHH Platform
RenNano®
TCR Platform icon
TCR Platform
RenTCR®
TCR mimic Platform icon
TCR mimic Platform
RenTCR mimic®
GPCR Platform icon
GPCR Platform
RenMice® KO
02   COMPUTATIONAL ENGINE

AI-Powered Antibody Discovery

Our proprietary intelligence layer accelerates discovery workflows by combining massive biological datasets with high-throughput NGS and advanced machine learning models.

In Vivo Immunization icon
In Vivo
Immunization

High hit success, functional relevance

1B+ AI Training Sequences icon
1B+ AI Training
Sequences

Trained on large-scale, validated fully human antibody data

Superior Developability icon
Superior
Developability

De-risked, ready-to-scale candidates

Closed-Loop AI Learning icon
Closed-Loop AI
Learning

Wet-lab results continuously refine AI models

Biology-Grounded AI Engine

From 10 MILLION possibilities to 200 diverse, high-quality candidates - powered by our proprietary biology and AI.

Funnel Chart
STEP 1
IMMUNE OUTPUT & NGS DIGITALIZATION

Our RenMice® suite combined with target knockout (KO) strategy, generate antibodies against novel and conserved epitopes that other platforms miss. Negative selection via animal immunization enhances specificity from day one.

STEP 2
AI-POWERED QUALITY FILTERING

Our proprietary AI analyzes billions of real-world binding data to predict developability, specificity, and affinity– selecting the top candidates with the highest potential.

DIVERSITY FILTERING

Advanced clustering algorithms remove redundant or highly similar sequences to ensure a diverse set of ~200 unique candidates.

STEP 3
WET LAB VALIDATION

The final 200 diverse, AI-selected candidates are synthesized and tested in the lab for top binders and functional performance.

Built for Difficult Targets

Overcome challenging targets where traditional screening falls short—AI-driven selection expands hit discovery by 20× and enriches high-affinity candidates.

5512

AI-Positive Clones

vs. 282 traditional hits by Beacon

>70%

High-Affinity

AI-positive clones (KD≤10nM)

>70%

Targets Achieved

>60% High-Affinity Conversion

446 vs 0

AI vs. Traditional Hits

On structurally challenging targets

Built for Difficult Targets

Superior Candidates, Faster Decision

High-affinity, developable antibodies with greater confidence.

Strong Hit Rates Across Campaigns

Evaluated using SPR-based affinity screening across HCab discovery campaigns.

80%

Median Hit Rate

IQR:68% - 90%
98%

Maximum Hit Rate

Across Campaigns
Enriching High-Developability Candidates

NGS & AI Workflow vs. Conventional Screening

NGS + AI Selection
82% Success Rate
Candidates Evaluated: 539 High-Purity (>90%): 442
Single-Cell Beacon Screening
72% Success Rate
Candidates Evaluated: 109 High-Purity (>90%): 79
03   INFRASTRUCTURE

RenSuper™ High-Throughput Automation Center

End-to-end manufacturing for speed, consistency, and scalability utilizing a 100% hands-free robotic workflow from plasmid to purified therapeutic protein production.

100%
Hands-Free Automation
24/7
Uninterrupted Operation
800
Samples/Day
5,000+
Samples/Week
50-100 mg
Antibody Yield
End-to-End Automation Center Floor Plan
Automation Center Floor Plan
High-Throughput & Fully
Traceable
Closed-Loop Wet-Dry
Integration
Maximized Resource
Efficiency
Accelerated Discovery
Timelines
Next-Generation Laboratory Automation for Accelerated Candidate Validation
CANDIDATE
IN
AI-Selected Pools
Bacterial Culture
960 inoculation
4.5 Hours
Plasmid Extraction
960 extractions
18 Hours
Transfection & Feeding
800 plates transfection & feeding
8 Hours
Protein Purification
786 proteins
16 Hours
VALIDATION
OUT
Experimental Ready
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One Engine. Infinite Possibilities.

RenSuper™ combines validated biology, first-in-class closed-loop intelligence, and automated manufacturing to bring the industry’s most reliable antibody discovery online.