Quantum Lens
Where Generalist Platforms Stop, We Start
Quantum and AI Depth
We model transition states, enzyme dynamics and other phenomena that affect drug discovery at quantum resolution. Most platforms approximate this away. That approximation costs you missed opportunities.
Expert-Led Delivery
Our project management team work with you to resolve program-critical barriers, with every workflow built around your target and timelines.
Challenging Targets
Where typical computational methods plateau, we act as edge-case specialists for targets requiring sophisticated insights.
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1. Target & Data Analysis
Understanding what data is known about the target / off-targets and existing ligands and what are the specific goals of the project.
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2. Quantum Simulation
Deploying our toolsets and workflows to probe and analyse the protein-ligand system, not just classical approximations.
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3. Feature Extraction
Converting the raw quantum data into actionable design rules or models, identifying the specific potency drivers, selectivity windows or criteria to achieve the specific goals of the project.
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4. AI Driven Design
Give the high-fidelity electronic features into reaction-based generative models to navigate chemical space with surgical accuracy.
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5. Optimised Lead Candidates
Delivering high-potency, synthesisable structures with rationale for further optimisation.
Kuano simulation and modelling platform
Kuano’s proprietary platform: Unique synergy of quantum methods, large-scale simulations, and computational chemistry
Kuano combines advanced quantum techniques with large-scale simulations to accelerate drug discovery. Our platform integrates automated QM, MD, and QMMM simulations, alongside methods such as FEP, MMPBSA, SAPT, FMO, DFT, and DMRG, enabling rapid exploration of drug-like chemical space.
Fast and effective
Rapidly explore new areas of chemical space with a suite of solutions including reaction-informed GNNs, RNNs, active learning, and genetic algorithms, guided by both data-driven and physics-based objectives.
More than a tool
Our fully-integrated design engine combines AI and physics-based models, with visualization and reporting accessible to non-specialists. Deep science experts collaborate directly with you to maximize insights and results.
Proven track record
Kuano addresses challenging ‘undruggable’ targets, including selectivity, phosphatases, metalloproteases, and more. We deliver real-world drug programs from HitID to Lead Optimization, including transition-state drug design, and can evaluate and scale solutions across multiple targets.