Secure AI for Healthcare & Life Sciences
Process patient records, analyze medical imaging, and accelerate medical research without exposing Protected Health Information (PHI) or violating HIPAA regulations.
Industry Challenges
AI adoption in this sector faces critical hurdles that generic solutions cannot resolve.
PHI Leakage into Training Data
Healthcare providers cannot risk patient data being secretly ingested into public LLM training datasets, leading to massive HIPAA violations.
Siloed Medical Research
Sharing sensitive datasets across institutions for collaborative research is frequently blocked by privacy concerns and a lack of verifiable trust.
Prompt Injection & Exfiltration
Medical AI models are vulnerable to adversarial attacks that could trick them into revealing sensitive patient histories or diagnostic algorithms.
How Cube Solves This
Cube AI provides a secure foundation to overcome these industry barriers, combining confidential computing with verifiable governance.
Confidential Computing (TEEs)
Run LLMs inside Hardware Trusted Execution Environments. Memory is fully encrypted, proving to auditors that PHI is never accessible to infrastructure providers.
Secure Research Collaboration
Utilize hardware attestation and verifiable policies to mathematically prove to all collaborating hospitals that their data is only used by authorized models.
Automated PHI Masking
Cube's AI Gateway actively detects and sanitizes PHI (names, SSNs, medical record numbers) from prompts prior to reaching the model.
Deploy Where Your Patient Data Lives
Healthcare data often cannot leave the hospital network. Cube focuses on giving you total control over where your AI runs.
On-Premise Hospital Data Centers
Deploy Cube entirely within your physical infrastructure to ensure PHI never leaves the local network, with full hardware attestation.
Dedicated Healthcare Cloud
Run within HIPAA-compliant dedicated VPCs on AWS, Azure, or GCP using specialized confidential compute instances.
Ready to secure your healthcare AI?
Talk to our team to see how Cube can help you deploy compliant LLMs directly within your hospital environment.