
The Blog

· Ivan Skachkov · AI GovernanceThe AI Governance Playbook: Where to Start
AI governance has moved from aspirational ethics to operational requirement. A practical starting point: principles, ownership, a recognized framework, lifecycle controls, and training.
· Ivan Skachkov · AI InfrastructureOn-Prem Is Back — And This Time It's About Sovereignty
AI infrastructure now splits into three blocks — American, Chinese, European — each with a different price, legal exposure, and level of control. On-prem is returning because sovereignty has become a business requirement.
· Ivan Skachkov · GDPR & ComplianceStop 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.
· 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.