AI for Biologics

Develop safe, targeted therapeutics with AI for biologics

Advance your biologics from concept to clinical readiness, with confidence in each decision

Whether you’re generating leads, screening hits, or optimizing candidates, Ardigen’s AI-powered approach is designed to enhance each step. With expertise in amino acid-based therapeutics—like antibodies, TCRs, peptides, and recombinant proteins—we work closely with your data to deliver precise, meaningful outcomes.

Surpass the limits of traditional biologics development

Accurate target characterization

Ensure efficacy and safety by precisely identifying the epitope, analyzing the target’s biological role, and mitigating potential off-target effects.

Effective lead generation

Increase the probability of finding promising leads by generating a diverse array of biological candidates with high activity and specificity using advanced AI models to expand the screening space.

Intelligent hit screening

Select the best candidates based on safety (immunogenicity), developability (protein stability, solubility, aggregation), and functionality (affinity, activity).

Interaction insights

Ensure good selective binding and minimize off-target effects by performing Binder-Target Interface Analysis of the molecular interactions.

AI solutions grounded 
in biology

With advanced AI models, state-of-the-art bioinformatics and physics-based tools at your hands, you can develop biologics that are effective, precise and optimized for performance

De novo lead generation

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Uncover novel and unique candidates, even for the most challenging targets by using advanced solutions to greatly expand the candidate screening space.

Hit screening

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Select the best candidates and ensure optimal efficacy, functionality, and safety by employing pre-trained AI models or developing customized models that leverage your data for enhanced accuracy.

Lead optimization

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Develop candidates with improved affinity, activity, specificity, and physicochemical properties by employing high-performance approaches like Large Language Models, inverse folding, and the de novo generation of protein fragments.

Deep molecular insights

We combine AI with empirical techniques, such as protein-protein docking and molecular dynamics, to deliver comprehensive structural insights. This approach helps to fine-tune interactions at the binder-target interface, ensuring your biologic therapeutics are both effective and safe.

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Model complex molecular structures from sequences.

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Analyse their dynamic behaviour, structural changes and interactions.

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Characterize key amino acid interactions.

Explore unique blend of AI technology and biological expertise

Advanced AI solutions for biologics discovery

Best-in-class tools for analyzing protein sequences and structures enable rapid identification of the most promising candidates.

Comprehensive knowledge and insight

Proficiency in AI, bioinformatics, and physics-based techniques ensures a thorough understanding of protein structures and interactions, critical for optimizing biologics’ therapeutic potential.

Proven success:

With a history of delivering impactful results across various projects, our solutions have consistently led to improved outcomes, including enhanced binding affinities, higher production yields, and minimized off-target effects.

See the impact

Case studies

See more case studies

Visit our Knowledge Hub to read more about

AI for Biologics

Where AI Meets Wet-Lab: A Smarter Path to Biologics Discovery Success
New Publication: Advancing TCR-T Therapy for Glioblastoma

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Ready to transform drug discovery?

Discover how one of the top AI CROs in the world, can be your trusted partner in revolutionizing drug discovery through AI.

Contact us today to learn more about our tailored solutions for empowering your drug development journey.

Send us a message and we will contact you back within 48 hours.

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