Futurion Solutions
· Ivan Skachkov · GDPR & Compliance
Stop Pretending People Will Not Use AI
A guardrail is a privacy checkpoint that helps control what happens before data passes from one system to another.
Tag: healthcare
· Ivan Skachkov · Healthcare AI ComplianceWhy OpenEvidence's EU/UK Withdrawal push Healthcare Toward Private On-prem or sovereign cloud
OpenEvidence's EU and UK withdrawal shows why clinical AI in healthcare needs sovereignty, auditability, subprocessor control, and private on-premises or sovereign cloud architecture.
· Ivan Skachkov · Healthcare Workflow AutomationHealthcare Automation Must Be Built Differently
Healthcare automation must be architected around privacy, role-based access, auditability, interoperability, and human accountability from the start.
· Ivan Skachkov · Healthcare Workflow AutomationPersonalized Patient Treatment (PPT) Workflows in Healthcare: From Research to Real-World Automation
Healthcare personalization only works when workflow architecture is as adaptive, interoperable, and governed as the clinical decision itself.
· Ivan Skachkov · Healthcare AI InfrastructureHybrid AI in Healthcare: Why Compliance Defines Architecture
Deploying AI in healthcare is constrained by data residency and regulatory exposure — not model capability. Learn how combining on-premises GPU infrastructure with AWS European Sovereign Cloud (EUSC) satisfies GDPR requirements while enabling rapid, compliant AI deployment.
· Ivan Skachkov · Healthcare TechConsultant or Decision-Maker? How AI's Role Defines Clinical Accountability
When AI decides and the human supervises, clinical accountability diminishes. A 400-participant study examines how system design shapes safety, traceability, and regulatory compliance in healthcare.