{"slug":"onc-ai-accelerates-precision-oncology-with-the-valohai-mlops-platform-and-oracle-cloud","url":"https://findausecase.com/use-cases/onc-ai-accelerates-precision-oncology-with-the-valohai-mlops-platform-and-oracle-cloud","title":"Onc.AI accelerates precision oncology with the Valohai MLOps platform and Oracle Cloud","description":"Onc.AI, a precision oncology company developing imaging biomarkers to predict patient survival and treatment responses from CT scans, deployed the Valohai MLOps platform on Oracle Cloud Infrastructure using OCI A10 GPU instances. The move doubled the company's biomarker pipeline speed and reduced deep learning training run costs by 50% compared with its previous GCP T4 GPUs, while supporting clinical-ready compliance.","company":"Onc.AI","industry":"Healthcare","country":"United States","aiCapabilities":["AI Model Development & MLOps","Computer Vision","Predictive Analytics"],"technology":["Valohai","Oracle Cloud Infrastructure (OCI)","OCI A10 GPUs","OCI AI Infrastructure"],"deployment":"Public Cloud","problemStatement":"Onc.AI's mission of analyzing thousands of longitudinal CT scans to develop imaging biomarkers required massive compute resources, rigorous compliance controls, and cost-effective operations, but its previous infrastructure's limited access to high-performance GPUs restricted scalability and increased the cost of training and validating complex deep learning models.","solutionApproach":"Onc.AI deployed the Valohai enterprise MLOps platform on Oracle Cloud Infrastructure (OCI) and transitioned its workflows from GCP T4 GPUs to OCI's A10 GPU instances.","businessValue":"The move doubled Onc.AI's biomarker pipeline and training/validation speed and reduced training run costs by 50% compared with its previous GCP T4 GPUs, while facilitating clinical-ready compliance, flexible distributed cloud deployment, and simplified operational overhead.","evidence":{"band":"high"},"sourceUrl":"https://www.oracle.com/customers/onc-ai/","dates":{"publishedAt":"2026-09-28T05:45:43.276Z","publishedAtSource":"pipeline","updatedAt":"2026-09-28T05:45:43.276Z"},"license":"Open for reading and citing with a link to https://findausecase.com/use-cases/onc-ai-accelerates-precision-oncology-with-the-valohai-mlops-platform-and-oracle-cloud. Bulk republication requires permission."}