Molecular Structure Analysis

Analyze structural relationships between molecules using optimization techniques enhanced by generative modeling.

Catalytic Reaction Simulation

Accelerate ab initio transition state analysis of potential catalyst materials using quantum chemical simulation methods.

Molecular Generation

Leverage quantum-enhanced generative modeling to generate novel molecular structures and drug candidates with specific functionalities.

Protein Design

Optimize the sequence of amino acid–rotamers in a protein active site to improve the functionality and minimize the energy function, without altering the backbone structure.

Genomic Sequencing Analysis

Accelerate genomic sequencing by applying quantum and quantum-inspired generative modeling techniques to reduce the dimensionality of the genome space.

Clinical Trial Patient Selection

Get to better trial outcomes, faster. Identify the patient features that will drive the greatest chance for effective treatment and the lowest risk of counter-indications.

Clinical Trial Data Analysis

Apply quantum and quantum-inspired dimensionality reduction techniques to simplify large quantities of clinical trial data to improve ML models used to analyze the data.

Dosage Optimization

Analyze clinical trial data using GEO with quantum and quantum-inspired models to identify the right dosage for different patient groups.

Patient Data Augmentation

Apply quantum-boosted generative modeling to augment limited clinical trial datasets with synthetic data to generate more conclusive insights.

Advertising Optimization

Optimize ad targeting to reach the patients most likely to be in the market for a specific medical treatment using quantum-enhanced machine learning.

Supply Chain Optimization

Leverage quantum or quantum-inspired algorithms to optimize suppliers and vendors selection, and transportation planning to minimize costs.

Manufacturing Optimization

Apply GEO to optimize the production scheduling of many pharmaceutical products and medical devices to unlock new efficiencies, saving time and reducing costs.

Product Launch Planning

Optimize resource allocation for marketing, production, and distribution decisions during the launch of new drugs using GEO.

Enhanced Imaging Analysis

Leverage quantum-inspired generative models to enhance the resolution of medical imagery, such as MRI scans, to improve diagnostic accuracy. ​

Healthcare Resource Optimization

Optimize healthcare resource allocation by prioritizing scheduling for doctors and therapies and matching patients to appropriate treatments.

Ambulance Dispatch Optimization

Optimize the scheduling, staffing, and distribution of ambulances to support population health needs.

Radiotherapy Optimization

Leverage GEO to optimize radiotherapy dosages to maximize therapeutic benefit while minimizing harmful side effects.

Clinical Decision Support

Apply quantum-boosted machine learning to pull insights from large volumes of medical data to support clinical decisions and resource allocations.