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AI Drug Discovery and Development (AIDD) solutions banner - AI-driven biologics discovery, validation, and IND-enabling CMC

AI Drug Discovery & Development

Helping biotech and pharmaceutical companies bridge the gap between AI-generated therapeutic candidates and IND-enabling development. The platform combines AI candidate validation, high-throughput screening, developability assessment, pharmacology studies, and accelerated CMC activities within a single integrated workflow.

Artificial intelligence is transforming biologics discovery by enabling researchers to generate thousands of therapeutic antibody candidates in a fraction of the time required by traditional methods. However, AI-driven drug discovery programs often encounter critical challenges, including candidate validation bottlenecks, false-positive leads, limited developability data, and delays in transitioning promising molecules into preclinical development.

ProBio's AI Drug Discovery & Development Solution helps biotech and pharmaceutical companies overcome these hurdles through integrated high-throughput screening, developability assessment, pharmacology studies, and accelerated CMC strategies. By combining AI candidate validation with drug discovery and manufacturing expertise, ProBio enables faster, more confident selection of developable antibody candidates and accelerates progression toward IND-enabling studies.

From AI Candidates to IND Readiness

AIDD solution workflow AI Drug Discovery and Development Service workflow from AI-generated sequences through ProPath wet-lab validation and PrepCMC developability services to ExpressCMC IND-enabling CMC service. Smarter Screening forBetter Candidates Move beyond high-volume testing torapidly identify molecules with thegreatest chance of success. Validation Backed By RealDrug Discovery Expertise Identify true functionalleads early. From Better Candidatesto Faster IND Readiness Optimize PCC selection with earlyCMC confidence. AI Drug Discovery and Development Service Solving the AIDD Validation Bottleneck, Closing the Gap to pre-clinical development AI-generated sequences ProPathsequence to PCC Prove Select Optimize Advance Wet-Lab functionalvalidation service PrepCMCsample prep & CMCdevelopability service ExpressCMCIND-enabling CMC service The path between AI design andtherapeutic reality Select, prove, and optimize candidates for development readiness

Comprehensive Screening Strategy: Balancing Functionality and Developability

AIDD Solutions workflow 2 A five-stage funnel from AI antibody design through primary and HTP screening, in vitro bioassay, and animal study. 107–8105–6102–3101–2101–5 1Antibody Designand Generation2PrimaryScreening3HTPScreening4In VitroBioassay5In VitroStudy Lean 01.AI Design02.Primary Screening03.HTP Screening04.Cell-Based Screening05.Animal Study•  AI-guided generation of antibody sequences•  Library construction•  Panning and screening•  HTP Ab expression•  Functional assay: Binding, Affinity ranking, Reporter gene assay•  Micro-developability•  Reporter gene assay•  ADCC/TDCC/CDC•  Internalization assay•  Immunogenicity assessment•  Customized assay•  PD/PK/Tox•  Mouse/rat/canine/feline /cyno
Years of Deep Expertise in Biologics Discovery
Projects in Therapeutic Antibody
Projects in the Clinical Phase and Marketed
Actionable Data in Under 10 Days
From Sequence to Tox-Ready Material in 4.5 Months
Reducing Time to Tox-Ready Material

Frequently Asked Questions

Turn your AI-generated candidates into developable drug assets

Turn Your AI-Generated Candidates into Developable Drug Assets

Talk to our experts about your development, manufacturing, and CMC needs.