Globalization: Operations
Operations
March 26, 2026
Operational aspects of international business activities across borders
Operational Model
Legal Entities & Facilities
🇬🇪
1For AI LLC
Operating Company · Virtual Zone
✓ Registered
🇬🇪
Hydro Facility Site 1
BTM Compute · 1 MW · $45M CAPEX
▶ Construction Q1–Q2 2028
🇸🇬
Singapore Pte. Ltd.
Holding Entity · Corporate Structure
▶ Planned ~2030
Supply Chain Dependency Matrix
Critical
High
Moderate
Low
NVIDIA GR200 NVL72
Critical
USA / Taiwan
InfiniBand NDR800
High
USA / Israel
Server Platforms
High
USA / Taiwan
Software & Licenses
High
USA
Direct Liquid Cooling
Moderate
USA / DE / TW
NVMe Storage
Moderate
USA / KR / JP
Power Infrastructure
Moderate
DE / CN / USA
Fiber Connectivity
Low
Georgia
Supply Chain Disruption Risk
40%
NVIDIA Allocation Delay
Early ordering Q1 2027; partner relationship
35%
BIS Export Control Tightening
Singapore entity optionality; legal monitoring
25%
InfiniBand Supply Constraint
Bundled with GPU order; phased topology
20%
Fiber Connectivity Delay
Starlink backup; parallel construction
15%
DLC Equipment Delay
Multiple vendors; modular per-rack design
15%
Geopolitical Perception
Singapore structure; political risk insurance
10%
TSMC Fabrication Disruption
Industry-wide; not company-mitigable
10%
Hydrological Variation
Sized to minimum guaranteed output
International Service Delivery — 100% Digital
Track 1 — Pay-per-Use
Automated API Provisioning
$5–7/GPU-hr · 20% cluster
Self-service · No sales intermediary
Self-service · No sales intermediary
Track 2 — Reserved
Contract-Based Provisioning
$3.5–4.5/GPU-hr · 30% cluster
1–3 year terms · Dedicated partition
1–3 year terms · Dedicated partition
Track 3 — Private AI Factory
Dedicated Cluster Assignment
$1.0M/month · 50% cluster
Full cluster + management console
Full cluster + management console
International Operational Functions
Compute Production
Georgia
On-site infra · Remote NOC 24/7
Client Sales
UAE / KSA / DE / EU
Founder-led executive engagement
Procurement
USA / TW / IL / DE
Direct vendor relationships
NOC / Monitoring
Distributed Remote
24/7 · NVIDIA L2/L3 support
Development
Distributed Remote
Console · API · Monitoring stack
Governance
Georgia + Singapore
Ops: Georgia · Holding: SG (~2030)
Structural Operational Advantages
UTC+4
Time Zone Alignment
Aligned with Gulf (UTC+3/+4)
Manageable EU overlap
24/7 remote NOC coverage
Manageable EU overlap
24/7 remote NOC coverage
0 CO₂
Zero-Carbon Structural
BTM hydro — not offsets
EU Scope 2/3 compliant
Verified at source level
EU Scope 2/3 compliant
Verified at source level
⚖
Data Sovereignty
Neutral jurisdiction
Outside US/EU hyperscaler orbit
Virtual Zone regime
Outside US/EU hyperscaler orbit
Virtual Zone regime
