AI Co-Scientist for Drug Discovery
PlayMolecule AITM is the first computational
infrastructure for agentic superintelligence in molecular design.
Our foundational technology is already trusted by 18000+ researchers
worldwide, as well as industry leaders.
A Strategic Platform for R&D Leadership
Automate R&D reasoning and execution
Shift from a costly single-crafted molecule approach to
scalable, data-driven discovery.
Make faster DMTA from weeks to hours
Slow, costly Design-Make-Test-Analyze cycles become efficient,
automated iterations.
Augment human scientists skills
Discovery is bound to talent, hard to hire and retain. Push
the barrier from talent-bound to compute-bound.
PlayMolecule™ Tools: Your Integrated AI Drug Discovery Platform
We've built and validated a full suite of computational tools, all
unified under our natural-language AI interface.
Science
Access the latest publications supporting our platform.
Thermodynamics-Informed Accurate pKa Prediction and Protonation
State Generation in PlayMolecule AI.
Pesce, F., Farr, S., & de Fabritiis, G.
arXiv preprint, 2026
DOI: 10.48550/arXiv.2604.00841
Speak to a Protein: An Interactive Multimodal Co-Scientist for
Protein Analysis.
Navarro, C., Torrens, M., Thölke, P., Doerr, S., & de
Fabritiis, G.
arXiv preprint, 2025
DOI: 10.48550/arXiv.2510.17826
QuantumBind-RBFE: Accurate Relative Binding Free Energy
Calculations Using Neural Network Potentials.
Sabanés Zariquiey, F., Farr, S. E., Doerr, S., & de
Fabritiis, G.
Journal of Chemical Information and Modeling,
65(8), 4081–4089, 2025
DOI: 10.1021/acs.jcim.5c00033
FAQs
What is included in an Enterprise plan?
Enterprise plans are an all-inclusive solution tailored to your
team. They typically include dedicated compute resources
(on-premise or private cloud), full access to our entire
platform of AI Drug Discovery Tools, our proprietary data
integration services, team-wide licensing, and a dedicated
scientific liaison for onboarding and support.
How will you help my team get started?
We partner with you to ensure success. Every Enterprise plan
includes dedicated onboarding sessions led by our scientific
liaisons. We'll work directly with your team to integrate your
workflows and data. You'll have a direct line for both technical
support and scientific consultation to help you get the most out
of the platform for your specific R&D targets.
What are "Data Integration Services"?
Our team helps you securely connect your proprietary datasets
(e.g., experimental results, compound libraries, genomic data)
to our platform, ensuring the AI models can work effectively
with your specific information.
How secure is my data?
Data security is our top priority. Our cloud plans use
industry-best encryption and security protocols. For maximum
control, our Enterprise plan offers an on-premise solution where
your data never leaves your infrastructure.