Industry Perspectives

Essential questions to vet healthcare AI vendors—covering performance guarantees, PHI protection, liability, governance, security, explainability, and audit readiness.

Real-time dashboards centralize vendor compliance for healthcare—continuous monitoring, automated alerts, audit-ready records, and faster reassessments.

How healthcare can balance AI benefits with safety: tackling black-box models, adversarial attacks, ransomware, and hybrid governance.

Healthcare risk assessors must transition from compliance to strategic management, prioritizing patient safety and operational resilience against cyber threats.

Practical steps to assess cloud vendor security, enforce HIPAA/HITRUST, and ensure business continuity to protect patient data and care delivery.

Overview of clinical AI use, risks, and governance: managing bias, diagnostic errors, data privacy, cybersecurity, and compliance to protect patients.

Assign owners, run offline downtime drills, and validate EHR recovery—don’t accept a restored login as readiness.

PCI compliance doesn't guarantee patient-care safety. Test payment boundaries, vendor access, segmentation, and clinical recovery plans.

Name device owners, assess clinical impact, enforce controls, and verify fixes across the medical device lifecycle.

Assign a single TPRM program owner, enforce approval gates, and track vendor risks from onboarding through offboarding.

Audit SIEM, endpoints and vulnerability workflows—measure coverage, ownership, and verified fixes before buying more tools.

Stop equating paperwork with safety: make GRC decisions based on verified risk reduction, owners, deadlines, and tests.

Reduce PHI exposure with role-based baselines, live risk signals, session rechecks, scoped access, and auditable break-glass.

Guidance on using passkeys, hardware security keys, and magic links in healthcare—matching methods to roles, risk, and recovery.

Choose encryption by who can read ePHI and how recovery works—labels don't make a service HIPAA compliant.

Balance speed, cost, and isolation: compare single-site vs multi-site healthcare backups and test recovery against clinical RTO/RPO.

Seven practical steps to map PHI flows, assess risks, verify safeguards, and track remediation for healthcare privacy.

Use evidence-based healthcare security benchmarking to prioritize risks, fund high-impact fixes, validate controls, and protect patient care.

Outdated device firmware risks patient safety and PHI; verify versions, score clinical impact, and safely update or contain devices.

Map clinical-app risks to ISO 27001 controls with owners, tests, and evidence to protect PHI, availability, and patient safety.

Audit third‑party medical device components: reconcile SBOMs, verify supplier controls, assess vulnerabilities, and monitor lifecycle risk.

Practical steps to turn CVE alerts into device-level conclusions: SBOM checks, validation, ownership, and documented remediation.

Trace wireless risks to patient harm, map controls to tests, and build FDA-ready premarket and postmarket cybersecurity evidence.

Pick the cloud that passes PHI control and recovery tests, not the one with the best dashboard.