Empowering AI Solutions. Driving ROI. Elevating Success.
EXAMPLE AI USE CASES FOR LIFE SCIENCES LEADERS
Drug Discovery
Genomic Sequencing Analysis
Genomic Sequencing Analysis
Description: Use AI to accelerate the drug discovery process.
Typical ROI: 40% reduction in discovery time .
Best AI Model: GANs
Data Types: Molecular data, clinical trials, genomic data, research publications.
Genomic Sequencing Analysis
Genomic Sequencing Analysis
Genomic Sequencing Analysis
Description: Analyse genomic data for personalized medicine.
Typical ROI: 30% improvement in diagnosis accuracy .
Best AI Model: Deep Learning
Data Types: DNA sequences, patient history, family medical history, lab results.
Clinical Trial Optimisation
Genomic Sequencing Analysis
Clinical Trial Optimisation
Description: Enhance clinical trial design and participant selection.
Typical ROI: 25% reduction in trial time.
Best AI Model: Random Forest
Data Types: Patient data, trial outcomes, genetic data, EHR data.
Disease Prediction
Supply Chain Optimisation
Clinical Trial Optimisation
Description: Predict disease outbreaks using AI-driven models.
Typical ROI: 20% reduction in outbreak response time .
Best AI Model: RNN
Data Types: Epidemiological data, travel data, social media, weather data.
Supply Chain Optimisation
Supply Chain Optimisation
Supply Chain Optimisation
Description: Optimise the supply chain for pharmaceuticals.
Typical ROI: 15% reduction in supply chain costs .
Best AI Model: Linear Programming
Data Types: Inventory data, demand forecasts, supplier data, logistics data.
Automated Reporting
Supply Chain Optimisation
Supply Chain Optimisation
Description: Automate regulatory and compliance reporting.
Typical ROI: 35% reduction in reporting time .
Best AI Model: NLP
Data Types: Regulatory data, trial data, clinical records, compliance documents.