Cost Volatility
On-demand and spot pricing patterns disrupt long-horizon budget planning.
Replace spot uncertainty with reserved sovereign capacity, fixed unit cost, and contract structures that protect downstream margins.
On-demand and spot pricing patterns disrupt long-horizon budget planning.
Cloud region lotteries can undermine final-client SLAs and delivery confidence.
Egress fees, storage tiering, and orchestration overhead reduce real service margins.
Critical workloads and sensitive data remain structurally dependent on non-EU control planes.
Transition from unstable spot behavior to reserved GPU-hour contracts. Outcome: stable budgets, fixed margins, and tighter COGS control.
| Cost Driver | Hyperscaler | Sovereign Reserved |
|---|---|---|
| GPU Compute Hours | Variable / Spot | Fixed / Reserved |
| Data Egress | High Cost | 0 € Included |
| Storage & Ops | Tiered Pricing | Flat Rate |
| Orchestration Overhead | ~10-15% | Minimal / Bare Metal |
Commercial paths designed for progressive commitment and go-to-market control.
Duration: 12 months
Capacity: reduced pool + burst option
Branding: co-branding
Duration: 24-36 months
Capacity: take-or-pay with quarterly ramp
Branding: "Powered by SicurAI"
Duration: 36-60 months
Capacity: entire dedicated pod
Branding: full private label
Week 1 NDA and cost sharing. Week 2 workload workshop. Week 4 anchor term sheet.
Allocation guarantee, margin protection, roadmap influence, and private-label resale rights.