M
Pharmaceutical & Life ScienceMachine Learning & Predictive Analytics
- Reported result:
- 75% Stock-Out Reduction
- Deployment timeframe:
- Not reported by source
- Technology:
- Machine Learning & Predictive Analytics
- Vendor:
- Not available in record
Machine Learning & Predictive Analytics in Pharmaceutical & Life Science
11 documented Machine Learning & Predictive Analytics deployments in Pharmaceutical & Life Science. Source-extracted; not independently verified.
This evidence set isolates Machine Learning & Predictive Analytics deployments within Pharmaceutical & Life Science. The records below identify the implementing organization, technology and vendor when reported, source-reported results, cited source, and missing evidence explicitly.
- Last updated
- Maintained by
- Peter KorpakLead Editor
- Methodology
- How evidence is checked
11
Case Studies
0
Vendors
Documented Machine Learning & Predictive Analytics implementations in Pharmaceutical & Life Science
B
Bristol Myers Squibb
Bristol Myers Squibb accelerates protein degradation drug discovery with AI and machine learning
Pharmaceutical & Life ScienceDrug Discovery & DevelopmentMachine Learning & Predictive Analytics
- Reported result:
- ~3% of ~20,000 human protein-coding genes Druggable Proteome Coverage (Current)
- Deployment timeframe:
- Not reported by source
- Technology:
- Machine Learning & Predictive Analytics
- Vendor:
- Not available in record
A
Pharmaceutical & Life ScienceDrug Discovery & DevelopmentMachine Learning & Predictive Analytics
- Reported result:
- Not reported by source
- Deployment timeframe:
- Not reported by source
- Technology:
- Machine Learning & Predictive Analytics
- Vendor:
- Not available in record
L
Leading Global Biopharma Company
Leading Global Biopharma Company cuts vaccine inventory costs by $20M annually with C3 AI demand forecasting
Pharmaceutical & Life ScienceMachine Learning & Predictive Analytics
- Reported result:
- $20M Annual Inventory Reduction Potential
- Deployment timeframe:
- Not reported by source
- Technology:
- Machine Learning & Predictive Analytics
- Vendor:
- Not available in record
R
Relay Therapeutics
Relay Therapeutics AI platform drives 81% tumor reduction in breast cancer Phase 3 trial
Pharmaceutical & Life ScienceDrug Discovery & DevelopmentMachine Learning & Predictive Analytics
- Reported result:
- 81% of participants Tumor Size Reduction Rate
- Deployment timeframe:
- Not reported by source
- Technology:
- Machine Learning & Predictive Analytics
- Vendor:
- Not available in record
N
Pharmaceutical & Life ScienceClinical Trials & ResearchMachine Learning & Predictive Analytics
- Reported result:
- 3.4x above median Recruitment Rate Improvement (high-performance PIs)
- Deployment timeframe:
- Not reported by source
- Technology:
- Machine Learning & Predictive Analytics
- Vendor:
- Not available in record
A
AstraZeneca
AstraZeneca's MILTON AI Predicts 1,091 Diseases Before Diagnosis Using UK Biobank Genomic Data
Pharmaceutical & Life ScienceDrug Discovery & DevelopmentMachine Learning & Predictive Analytics
- Reported result:
- 1,091 Diseases Predicted at High Accuracy (AUC > 0.7)
- Deployment timeframe:
- Not reported by source
- Technology:
- Machine Learning & Predictive Analytics
- Vendor:
- Not available in record
B
Pharmaceutical & Life ScienceDrug Discovery & DevelopmentMachine Learning & Predictive Analytics
- Reported result:
- 170 milliseconds average Real-Time API Response Time
- Deployment timeframe:
- Not reported by source
- Technology:
- Machine Learning & Predictive Analytics
- Vendor:
- Not available in record
G
Global Pharmaceutical Company
Global pharma company cuts clinical trial matching from weeks to hours with AI-powered enrollment platform
Pharmaceutical & Life ScienceClinical Trials & ResearchMachine Learning & Predictive Analytics
- Reported result:
- Reduced from 2–4 weeks to under 8 hours Patient-Trial Matching Time
- Deployment timeframe:
- Not reported by source
- Technology:
- Machine Learning & Predictive Analytics
- Vendor:
- Not available in record
S
Sumitomo Dainippon Pharma
Sumitomo Dainippon Pharma advances AI-designed OCD drug DSP-1181 to clinical trial in 12 months
Pharmaceutical & Life ScienceDrug Discovery & DevelopmentMachine Learning & Predictive Analytics
- Reported result:
- 12 months (vs. ~5 years) Discovery to Clinical Trial
- Deployment timeframe:
- Not reported by source
- Technology:
- Machine Learning & Predictive Analytics
- Vendor:
- Not available in record
B
Bristol Myers Squibb
Bristol Myers Squibb's 'predict-first' AI approach validates 100% of small molecule programs before lab synthesis
Pharmaceutical & Life ScienceDrug Discovery & DevelopmentMachine Learning & Predictive Analytics
- Reported result:
- 100% (up from 5% in 2021) Small Molecule Programs Using AI Pre-Synthesis
- Deployment timeframe:
- Not reported by source
- Technology:
- Machine Learning & Predictive Analytics
- Vendor:
- Not available in record