01 — Initial Purchase Trigger
What brings clients to 1for.ai
⚡
GPU Scarcity
Hyperscaler allocation shortages drive outbound search for dedicated alternatives
🔒
Data Sovereignty
Policy mandate to operate outside US/EU hyperscaler infrastructure
🌿
ESG / Carbon Deadline
Regulatory or internal deadline for carbon-neutral AI operations
🏛
Sovereign AI Launch
Government-level AI program triggering formal RFP / tender process
📊
Cost Predictability
CFO-driven shift from variable cloud OPEX to fixed long-term contracts
🤝
NVIDIA Referral
Introduction via NVIDIA partner network or certified system integrator
02 — Purchase Frequency & Volume
Strategic commitment, not transactional
PAY-PER-USE
Variable GPU-hours · Monthly billing
Flexible API access · $5–7/GPU-hr
20%
RESERVED
Committed capacity · 1–3 year term
Guaranteed allocation · $3.5–4.5/GPU-hr
30%
PRIVATE FACTORY
Dedicated cluster · Multi-year · 1 client
Full isolation · $1.0M/month flat
50%
03 — Repeat Purchase Motivation
Why clients renew
High switching cost — migration risk drives operational continuity
Cost lock-in — contracted pricing below hyperscaler market rates
SLA track record — uptime performance builds renewal confidence
Multi-site expansion — scaling via additional hydro JVs
ESG continuity — carbon-neutral baseline preserved in reporting
05 — Usage Context
How clients use the infrastructure
AI Inference
LLM / vision / multimodal production deployment. 24/7 always-on, real-time SLA.
Private Hosting
Proprietary fine-tuned models on isolated cluster. Data never leaves dedicated infra.
Sovereign Compute
National AI services, public sector model deployment, sovereign data processing.
Hyperscaler Overflow
Burst capacity absorbing demand spikes beyond hyperscaler allocation limits.
04 — Discovery & Purchase Channels
Customer journey: from awareness to contract
Discovery Touchpoints
01
NVIDIA ecosystem & partner events — certified system integrator introductions
02
Industry conferences — SC, GTC, AI Summit, sovereign AI forums (GCC / EU)
03
RFP / tender registration — government-initiated procurement
04
Direct CTO/CPO outreach — targeted engagement at enterprise and sovereign accounts
↓ pipeline enters direct sales process
Purchase Process — No Brokers
→
Senior direct engagement (CTO / CPO / Procurement Director)
→
Technical due diligence — site visit, infra audit, compliance documentation
→
Legal / MSA + SLA negotiation — bespoke contracts, ~60–120 days [Assumption]
→
Contract execution — LOI → FID → onboarding
06 — Payment Methods
All contracts USD-denominated
01
Wire Transfer
SWIFT / SEPA
02
Letter of Credit
Sovereign clients
—
Stablecoin / Crypto
PPU only · unconfirmed
No card payments. No consumer payment rails.
07 — Special Requirements
Segment-specific obligations
ALL
BIS end-use declarations mandatory at onboarding
SOV
Compliance package: data isolation, jurisdiction, geopolitical neutrality
EU
GDPR-adjacent contractual alignment required
LAB
Custom SLA: burst access, checkpoint storage
HPR
OpenAI-compatible inference API required
Summary — Key Behavioral Facts
▸
B2B enterprise only — 4 segments, no consumer
▸
Strategic multi-year commitment — not transactional
▸
Remote API access — 24/7 always-on inference
▸
Discovery via ecosystem referrals & formal procurement
▸
USD wire transfer primary payment method
▸
BIS compliance declarations required — all clients
