Roche
3 documented AI deployments at Roche, across 1 industry. Each one links to the public source it was taken from.
Public AI record
Roche has 3 documented public AI cases on the hub, too few for a score. Clinical documentation and healthcare workflow automation are common among peers but not yet documented at Roche.
A record score appears once Roche has 5 documented public cases. The peer comparison below already uses what is on record.
First documented case Dec 2021, latest Mar 2024. No new deployment documented since Mar 2024. Cloud providers named: Microsoft.
Compared with peers
Against 39 other healthcare companies on the hub.
What peers document
- Clinical documentation21 of 39 peers54%
- Patient engagement13 of 39 peers · here too33%
- Healthcare workflow automation11 of 39 peers28%
- AI development platform9 of 39 peers23%
Gaps against the industry
- Clinical documentation: 54% of peers, not documented at Roche yet
- Healthcare workflow automation: 28% of peers, not documented at Roche yet
Stack and approach vs peers
- Peer cases name Microsoft 74%, AWS 18%, GCP 8%.
- AI agents: 33% of Roche's cases vs 44% for peers.
- Cases from the last 12 months: 0% vs 22% for peers.
Deployments
3 deployments at Roche, newest first.
- 11 Mar 2024HealthcareGlobal
Roche, Ramsay Santé, and Schneider Children's Medical Center revolutionize healthcare with AI-driven copilots
Roche · Patient engagement · Microsoft
Roche, Ramsay Santé, and Schneider Children's Medical Center of Israel have embraced Microsoft Azure AI Health Bot, combining generative AI and health-specific safeguards to develop advanced healthcare copilot solutions. These organizations are integrating protocol-based workflows and AI-powered chat interfaces, tailored to clinicians' and patients' needs, improving access to medical information and support. The solution combines generative answers from Azure OpenAI Service grounded on authoritative sources and organizations' own medical guidelines. Customizable workflows, compliance controls, audit trails, and healthcare-focused quality checks ensure safety and privacy. Early pilots have demonstrated reductions in clinician workload, better adherence to protocols, and an improved ability to deliver secure and actionable medical guidance in real time. Implementations are already being tailored regionally across Europe and Israel. With the integration of Microsoft Copilot Studio, these health systems can create customized copilots aligned to organizational and geographic protocols, offering comprehensive conversational AI capabilities. The unique combination of AI and protocol-driven automation allows each organization to address both complexity of medical data and the necessity of compliance, helping realize the promise of trustworthy medical AI across diverse healthcare journeys.
AgenticProduction
- 26 Sept 2022HealthcareSwitzerland
Roche revolutionizes pharmaceutical research with Azure Confidential Computing
Roche · Federated learning · Microsoft
Roche has implemented Azure Confidential Computing to securely analyze sensitive patient data in pharmaceutical research and drug development. By leveraging state-of-the-art security features including clean rooms and Intel SGX-powered Azure DCsv3 VMs, Roche ensures compliance and enhances trust in technology while fostering collaboration with hospitals for clinical studies. This solution creates a secure environment for sharing critical patient data without compromising its confidentiality, embodying Roche's ambition to develop advanced technology-driven, privacy-respecting healthcare innovations.
- 7 Dec 2021HealthcareUnited States
Roche modernizes breast cancer diagnostics with Azure-based AI
Roche · Medical imaging · Microsoft
Roche has deployed artificial intelligence solutions such as uPath Ki-67, ER, and PR digital pathology algorithms to automate tumor marker analyses. Integrated with Roche's uPath NAVIFY platform, these tools enhance diagnostic precision while reducing manual workload for breast cancer pathologists.
Production
What it builds
Federated learning is the most common pattern in these deployments: 1.
Cloud providers named
Microsoft is named in 3 of these deployments.
- Microsoft100% of these3