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