Data-Science Angle (Unique Structure)You are Head of Data Infrastructure at a IoT analytics company. pgBackRest backups spike IOPS at fixed 6 h interv...

 Factory-Scale PainYou manage 200 RDS instances across dev, staging, prod accounts. Click-ops backups happen “when someone remembers”; holiday we...

Overview:You are General Counsel + CISO of a health-tech platform storing 10 TB of patient imaging + genomic data. HIPAA auditors just flagged SSE-S3...

Crisis Scenario:You run a 50 TB PostgreSQL 14 cluster on bare-metal in London. Last fiber cut gave 7 h outage and $2 M lost bookings. Board now mandat...

Executive Pain-Point:You are a CTO of a FinTech processing $600 M daily payments. Regulators mandate a living BCP that guarantees 15 min RTO and 30 s...

 Board-Level MandateYour fintech company must land workloads in AWS eu-central-1 and us-east-1 while meeting PCI-DSS, SOC-2, and FedRAMP controls...

 Enterprise BottleneckYour 500-engineer organisation creates tickets for every environment, database, IAM role. Mean lead-time 4 days → feature v...

Board-Level RiskA SolarWinds-style supply-chain attack could cripple your $500 M revenue platform. Investors now mandate SLSA L3 compliance ( source +...

 Strategic ContextYour e-commerce platform ( $1.2 B GMV ) is moving from a monolithic Laravel app to 60+ micro-services ( Go, Node, Python ) depl...

Strategic GapYour start-up has 12 micro-services (Node, Python, Go) built by different teams. Images are >1 GB, sometimes root-user, no SBOM, no si...