AIDD-Ready Core Product Portfolio
Essential Resources for AI Drug Screening & Validation

  • Affinity-Validated Target Proteins
  • TR-FRET Screening Solutions
  • Functional Cell LinesIP Friendly& Organoids

Efficient AI-designed antibody screening requires reliable, application-ready antigens. ACRO offers 5,000+ recombinant proteins covering diverse drug discovery targets, providing essential tools for candidate screening and affinity evaluation.

5,000+ Proteins, Including Challenging Targets

Covering GPCRs, multipass transmembrane proteins, cytokines and receptors, CD antigens, and more across major therapeutic areas.

AIDD-Ready Proteins, Ready for SPR

Liquid formulation, sugar- and glycerol-free. No desalting or buffer exchange required—ready for direct SPR assays.

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Therapeutic Antibody-Validated Binding Activity

Experimental validation provides evidence of protein activity and suitability for antibody binding and affinity studies.

AIDD-Ready Core Service Platform:
CHO-Direct™

CHO-Direct™ is purpose-built for AI-driven antibody pipelines, connecting the full workflow from AI-powered design → Stage 1: high-throughput screening → Stage 2: antibody expression & purification → Stage 3: in-depth characterization → AI model iteration / preclinical development. It provides a standardized, reproducible, and iterative wet-lab framework to efficiently advance AI-designed antibodies from virtual design to preclinical development.

AIDD-Ready also includes a cell-free expression (CFS) platform for rapid production of small proteins such as VHHs and mini-proteins. With fast turnaround, CFS complements CHO-Direct™ to support wet-lab validation across diverse AI-designed molecules.

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  • Stage 1: High-Throughput Screening
  • Stage 2: Antibody Expression & Purification
  • Stage 3: In-Depth Characterization

Stage 1: High-Throughput Supernatant Screening (Rapid Candidate Screening & Model Iteration)

High-throughput validation of AI-generated antibody sequences enables rapid identification of positive candidates and efficient elimination of non-performing sequences. This reduces downstream validation costs while generating the first round of experimental data to drive AI model iteration.

icon-starStandard Workflow
Automated Report Delivered in 4-6 Days*
  • Day 0

    AI Antibody Sequence Receipt & Analysis

  • Day 1

    Gene Synthesis & Construct Generation

  • Day 2

    CHO Cell Transfection & Expression

  • Day 3

    Supernatant Harvest & Testing

  • Day 4

    Automated Report Delivery

*Timeline may vary depending on the number of clones.
icon-starCore Services
Standard DeliverablesStandard Deliverables
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    Antibody Expression Quantification

    Assess antibody expression to rapidly identify low-expressing or abnormal sequences

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    BLI Affinity Ranking

    High-throughput affinity analysis with automated reporting for efficient candidate ranking

Optional AssaysOptional Assays
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    ELISA Binding Validation

    Confirm binding specificity and minimize false positives

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    Flow Cytometry Screening

    Cell-based binding screening for membrane protein targets

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    sELISA Epitope Binning

    Characterize antibody epitopes

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    Early Functional Assessment

    TR-FRET/ELISA blocking and binding assays for early assessment of candidate activity

icon-starCore Service Advantages
Efficient Screening

96-well high-throughput parallel screening rapidly eliminates low-expression and low-activity sequences, focusing efforts on high-potential candidates

Data-Driven

Rapidly generate multidimensional data on expression, binding activity, and kinetics, providing timely feedback for AI model iteration

Cost-Efficient

Eliminate the need to build an in-house high-throughput expression platform, reducing early-stage R&D costs

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CHO-Direct™ Platform Equipment Showcase

AmMag™ Quatro 1300 Automated Antibody Purification System

Hamilton Microlab® STAR Automated Liquid Handling Workstation

Octet® RH96 96-Channel High-Throughput System

Biacore™ 8K Biomolecular Interaction Analysis System

BMG LABTECH Multimode Microplate Reader

Uncle Biologics Stability Screening Platform

CHO-Direct™ One-Stop Antibody Screening & Validation Service

Starting from AI-designed antibody sequences, CHO-Direct™ provides one-stop wet-lab validation covering high-throughput expression, functional activity, and developability assessment.

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