From AI-Designed Sequences to Validated Antibody Data

AI ANTIBODY VALIDATION

From AI-Designed Sequences to Validated Antibody Data

Scalable antibody expression, purification, and multidimensional analytical characterization for AI-native biotech and computational drug discovery teams.

Iterate Faster

Move designs into experimental testing without delay
Compare Confidently

Generate consistent, standardized datasets across candidates
Learn & Improve

Structured data that feeds your next design cycle

Start a Validation Project

Our Integrated Workflow

1 Sequence-to-Construct

• Sequence review
• Codon optimization
• Gene synthesis
• Vector construction
• Plasmid Preparation

2Expression Screening

• CHO-S / CHO-K1 / HEK293F
• Small-scale transient expression
• Expression titer / yield comparison
• Candidate screening & ranking
• Advancement to purification

3Purification & Characterization

• Affinity purification
•
Purity & monomer analysis
(SDS-PAGE / SEC-HPLC)
•
Binding affinity & kinetics
(BLI / SPR)
•
Developability profiling
(DSF / BVP )
• Endotoxin & optional formulation

4Data Delivery & Iteration

• Standardized candidate data report
• Multidimensional analytical dataset
• Raw data + QC reports
• Candidate & batch traceability
• Data ready for the next design cycle

Multi-Dimensional Data That Drives Decisions

Candidate-level traceability
Batch-to-batch comparability
Standardized experimental readouts

Data shown are illustrative
Custom data fields available
CSV / Excel / PDF delivery

Flexible Solutions for Every Stage

Expression Screen

Best for early-stage evaluation

Construct preparation
Small-scale expression
Expression assessment
Standardized candidate summary

Expression + Purification + Characterization

Best for candidate ranking and experimental validation

Mammalian antibody expression
Affinity purification
Purity & monomer analysis
Binding affinity & kinetics (BLI / SPR)
Developability assessment (DSF / BVP)
Standardized analytical data package

Design–Test–Learn Validation Program

Built for iterative AI antibody discovery

Recurring expression & purification campaigns
Standardized characterization across batches
Binding & developability profiling
Cross-cycle data comparability
Data-driven candidate prioritization
Dedicated program support

Need a Custom Workflow?

We can design a workflow to match your project goals, data requirements and timeline.

Your Sequences. Your Data. Your IP.

NDA available before sequence submission
Controlled access to project data
Confidential sequence handling
You retain ownership of sequences and results
Secure communication and data delivery

Why AI-Driven Teams Choose Gene Universal

One Partner, End-to-End

From gene synthesis to analytics, one reliable partner.
Multiple Formats

Support for IgG, Fab, scFv, VHH and custom formats.
Multiple Systems

CHO-S, CHO-K1 and HEK293F expression options.
Candidate-Level Traceability

Track sequences, samples and QC data for all candidates.
Flexible Scaling

Scale from focused panels to larger validation campaigns.
Dedicated Support

A responsive team dedicated to your project's success.

Request a Project Assessment

Tell us about your project, and we'll prepare a tailored plan and quotation.

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Our team will review your details with care, maintain strict confidentiality and deliver a proposal tailored to your project goals.