Every Cure: Drug repurposing using Gemini Enterprise Agent Platform with BigQuery/Cloud Storage accelerated from 100 days to ~17 hours
Use case typeAI agentsUpdated 1 day ago
Every Cure is a nonprofit that uses Google Cloud to match existing drugs against recognized diseases and accelerate drug repurposing research. The platform compares millions of drug-disease combinations using a unified biomedical knowledge base that brings together published research, clinical data, and molecular biology. Scientists and physicians review the top-ranked predictions to identify promising repurposing opportunities faster than traditional studies.
- Organization
- Every Cure
- Industry
- Healthcare
- Location
- United States
- Published
- July 2026
Reported outcomes
17 hours
prediction pipeline durationTime & speed
−99.3%prediction pipeline duration33.3xexperiments per year9 countdrug repurposing programs launched
Strategic outcomes
Other strategic outcomeScaled drug repurposing research to dozens of monthly experimentsSpeed & agilityPrioritized expert review around top-ranked candidates instead of thousands of low-value scoresNew product / capabilityAdvanced new repurposing programs for rare and common diseases
Primary read
Use case focus
Showing 2 of 2
- 1AI agents
- 2Multimodal analytics
- Identify new uses for existing drugs to treat roughly 14,000 diseases that lack FDA-approved therapies.
- Traditional repurposing studies are too slow and inefficient because they only examine a narrow subset of drug-disease pairs.
- Built a computational pharmacophenomics platform that evaluates all existing drugs against all recognized diseases at scale.
- Used BigQuery and Cloud Storage to unify biomedical knowledge graphs, then used Gemini Enterprise Agent Platform and Gemini to quantify evidence across the knowledge base.
- Applied Google Cloud GPUs to shorten the prediction cycle and produce ranked candidates for expert review.
- Compressed a core prediction pipeline from about 100 days to about 17 hours.
- Scaled experimentation from three runs per year to dozens of experiments per month.
- Launched nine active drug repurposing programs within one year.
- Enabled scientists, physicians, and PhDs to review the top 6,000 predictions over the past year.
Sources & evidence1
Groundedness: 5/5Type: Customer StoryPublished: Jul 1, 2026Publisher: Google CloudEvidence: PrimaryConfidence: High
AI-generated summary. Verify important details with the linked sources before relying on this case.
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