Cradle AI

Cradle AI is a scientific platform that applies generative artificial intelligence to protein engineering and drug discovery, letting biologists design and optimize antibodies, enzymes and other biologics while cutting experimental cycles and boosting success rates.

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AI protein designAI drug discovery platformbiologics optimization softwaregenerative AI for protein engineeringwet-lab-in-the-loop AImulti-property parallel optimizationAI co-pilot for biologistsaccelerate biologics R&D

Features of Cradle AI

AI-powered candidate generation with protein language models and multi-property parallel optimization

Fine-tune models on your own assay data to improve potency, specificity and other key metrics

Diversity-aware search delivers functionally and sequence-diverse libraries

Built-in experiment tracker and analytics dashboard streamline R&D workflows

Interactive Pareto-front visualization guides trade-off decisions

No-code interface—biologists can run enterprise AI without ML expertise

Start from zero-shot designs and continuously incorporate wet-lab feedback

Use Cases of Cradle AI

Antibody teams balancing potency, safety and developability generate high-quality leads in one run

Enzyme engineers design thermostable or hyper-active industrial enzymes with fewer rounds

Peptide therapeutics groups meet late-stage multi-attribute specs faster via rapid AI–wet-lab loops

Protein lead-optimization groups centralize assay data and compare variant performance in one place

Academic labs exploring sequence–function relationships generate testable hypotheses on demand

FAQ about Cradle AI

QWhat is Cradle AI?

Cradle AI is a generative-AI platform that helps scientists design and optimize proteins, antibodies and other biologics to speed up discovery and cut experimental iterations.

QWhat are the core features?

Smart candidate generation, multi-property optimization, experiment data management, analytics dashboards and an iterative wet-lab-in-the-loop workflow.

QWho should use Cradle AI?

Biopharma companies, industrial biotech teams and academic researchers working on protein design, antibody engineering or drug discovery.

QDo I need machine-learning skills?

No. The UI is built for biologists—enterprise-grade AI without writing code or tuning models.

QHow accurate are the AI predictions?

Accuracy improves continuously through an internal wet-lab A/B testing loop and feedback from users’ own experimental data.

QWhich protein properties can be optimized?

Potency, specificity, stability, expression yield and more—simultaneously, with clear trade-off visualization.

QWho is already using Cradle AI?

Public collaborations include Bayer and Novonesis; additional biopharma and industrial biotech partners are onboard.

QHow do I access the platform?

Visit the official website to request access; licensing is tailored for enterprise and research teams.

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