deepmirror
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About
Deepmirror is an AI-driven platform specifically engineered to accelerate the hit-to-candidate phase of drug discovery. It provides medicinal chemistry teams with a suite of tools to explore vast chemical spaces, far beyond what is available in standard libraries. By integrating generative AI with predictive modeling, the platform helps researchers identify high-quality molecule candidates that might otherwise remain hidden. It functions as an invisible partner in the research process, allowing chemists to focus on high-level strategy and hypothesis testing while the AI handles complex data processing and pattern recognition. The platform's capabilities are divided into three primary pillars: generative AI, data-driven modeling, and structure-guided design. The generative AI component allows for the creation of novel chemical entities at scale, revealing high-quality molecules hidden in chemical haystacks. Meanwhile, the data-driven models enable users to build custom ligand-based simulations for potency and ADMET properties using their own proprietary data. Additionally, deepmirror incorporates advanced structure-based design and cofolding algorithms, such as those inspired by AlphaFold3 and Boltz-2, to help researchers understand binding modes and validate molecular interactions. Deepmirror is designed for biotech companies, pharmaceutical organizations, and academic researchers involved in drug development. A standout feature is its processing speed; for instance, the platform has successfully screened one billion molecules against cancer targets in just a few hours. Unlike some generic AI tools, deepmirror emphasizes chemical interpretability and security. It is ISO 27001 certified and ensures that all user data and intellectual property remain strictly private. By post-processing AI-predicted poses to restore bond types and realistic geometry, the tool ensures that results are chemically valid and ready for downstream modeling or laboratory synthesis.
Pros & Cons
Capable of screening up to 1 billion molecules in just a few hours for rapid drug discovery.
ISO 27001 certified ensuring enterprise-grade security for sensitive intellectual property.
Provides post-processing to ensure AI-predicted molecule poses are chemically valid and interpretable.
Combines generative AI with structure-based design and industry-leading cofolding models.
User interface is described by researchers as intuitive and easy to use for predicting potency.
No transparent pricing plans are available publicly, requiring a contact form for quotes.
Maximum accuracy for ligand-based models depends on the quality of the user's proprietary data.
Focuses specifically on the hit-to-candidate phase rather than late-stage clinical trial management.
Use Cases
Medicinal chemistry teams can use generative AI to identify novel candidates that exist beyond standard chemical libraries.
Biotech researchers can build custom ligand-based models to predict ADMET properties, prioritizing the most promising compounds for synthesis.
Pharmaceutical organizations can perform high-speed screening of billions of molecules to find new chemotypes against difficult cancer targets.
Academic researchers can utilize cofolding models like AlphaFold3 to understand protein-ligand binding modes and validate molecular interactions.
Drug discovery startups can leverage the secure, ISO-certified infrastructure to develop IP without the cost of building internal AI departments.
Platform
Features
• iso 27001 certified security
• chemical interpretability post-processing
• billion-molecule screening speed
• cofolding algorithm integration
• structure-guided design
• ligand-based modeling
• admet property prediction
• generative ai molecule generation
FAQs
What is deepmirror's primary use in drug discovery?
The platform is used for hit-to-candidate molecule design, helping teams identify and refine drug candidates through generative AI and predictive modeling. It supports everything from screening billion-molecule libraries to predicting ADMET properties.
How does the platform handle data security and IP?
Deepmirror is ISO 27001 certified and utilizes enterprise-grade encryption for data in transit and at rest. User data and models remain strictly private and are never shared without explicit permission.
Can I use my own proprietary data with deepmirror?
Yes, the platform allows you to build high-quality ligand-based models for potency and ADMET properties leveraging your own data. This enables more accurate predictions for specific targets before moving to synthesis.
Which structure-based AI models are integrated into the tool?
The tool utilizes advanced cofolding algorithms including AlphaFold3, OpenFold3, Boltz-2, and Chai-1. It also provides post-processing to ensure AI-predicted poses follow realistic chemical rules.
How fast can deepmirror screen large molecule libraries?
The platform is highly scalable, demonstrated by its ability to screen one billion molecules against cancer targets in just a few hours. This allows for much faster chemotype discovery compared to traditional methods.
Pricing Plans
Enterprise
Unknown Price• Generative AI candidate generation
• ADMET property prediction
• Structure-guided design
• Billion-molecule screening
• ISO 27001 security
• Ligand-based modeling
• Chemical interpretability post-processing
Job Opportunities
There are currently no job postings for this AI tool.
Ratings & Reviews
No ratings available yet. Be the first to rate this tool!
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