AI Skill Report Card

Managing Health Tech Infrastructure

B72·Jan 16, 2026
Python
# Health Tech CIO Decision Framework priorities = { "compliance": ["HIPAA", "SOC2", "FDA_if_applicable"], "scalability": ["cloud_first", "microservices", "API_design"], "security": ["encryption_at_rest", "encryption_in_transit", "access_controls"], "reliability": ["99.9%_uptime", "disaster_recovery", "monitoring"] }
Recommendation
Add concrete code examples for HIPAA-compliant infrastructure setup (terraform configs, security group rules, encryption implementations)

Technology Strategy & Operations:

Progress:

  • Assess current tech stack against compliance requirements
  • Define scalability roadmap (user growth projections)
  • Implement security-first architecture
  • Establish monitoring and incident response
  • Create vendor evaluation framework
  • Build technical team or outsourcing strategy
  • Plan for regulatory audits

Monthly CIO Review:

  1. Infrastructure costs vs. growth metrics
  2. Security incidents and remediation
  3. Compliance audit readiness
  4. Team capacity vs. product roadmap
  5. Vendor performance and contract renewals
Recommendation
Include specific vendor recommendations with pros/cons (AWS vs Azure for healthcare, preferred monitoring tools, BAA-compliant services)

Example 1: Input: "We're processing 10K patient records, moving from 100 users to 1000" Output:

  • Migrate to AWS/Azure with auto-scaling
  • Implement database sharding strategy
  • Add CDN for file storage (imaging, documents)
  • Upgrade to enterprise authentication (SSO)
  • Budget: ~$15K/month infrastructure costs

Example 2: Input: "Preparing for Series A due diligence" Output:

  • Complete SOC2 Type I certification
  • Document all data flows and security controls
  • Implement automated backup testing
  • Create disaster recovery runbook
  • Prepare technology risk assessment report
Recommendation
Provide actual budget breakdowns and cost models for different growth stages (startup costs at 1K, 10K, 100K users with specific service pricing)

Compliance First:

  • Design systems with HIPAA compliance from day one
  • Use BAAs (Business Associate Agreements) with all vendors
  • Implement role-based access controls
  • Maintain audit logs for all PHI access

Startup-Specific Decisions:

  • Choose managed services over building (RDS vs. self-managed databases)
  • Prioritize time-to-market while maintaining security
  • Plan for 10x growth in infrastructure costs
  • Use infrastructure-as-code for reproducible deployments

Team Building:

  • Hire senior engineers who understand healthcare regulations
  • Cross-train team members on compliance requirements
  • Establish on-call rotation early
  • Document all critical processes
  • Compliance shortcuts - Never compromise on HIPAA for speed
  • Over-engineering early - Don't build for 1M users when you have 1K
  • Vendor lock-in - Maintain data portability, especially for critical systems
  • Security theater - Focus on actual risk reduction, not just checkboxes
  • Ignoring total cost - Factor in compliance, monitoring, and support costs
  • Solo technical decisions - Always consider business and regulatory impact
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Grade BAI Skill Framework
Scorecard
Criteria Breakdown
Quick Start
11/15
Workflow
11/15
Examples
15/20
Completeness
15/20
Format
11/15
Conciseness
11/15