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CambridgeNexus (CNEX)
AI Infrastructure Platform
Owning the Compute Layer of the Intelligence Economy
The Opportunity
Zero Lead Time.
Zero Compromise.
CNEX has secured immediate access to NVIDIA GB300 systems — the most sought-after AI compute infrastructure on the market — with zero lead time. While the broader market faces 4–6 month procurement delays, CNEX has already positioned capital-ready investors to deploy into hardware that is available today.
With GPU pricing expected to increase 20–30% in the near term, the arbitrage is not theoretical — it is structural. Every week of delay compounds cost and compresses returns. This window is open now. It will not remain open.

"This is a timing advantage, not just a technology advantage."
0
Lead Time
Days to deploy vs. industry norm
4–6mo
Market Wait
Standard NVIDIA GB300 backlog
30%
Price Premium
Expected near-term unit cost increase
Market Context
Compute Is the New Infrastructure
The global AI compute market is experiencing structural demand growth that outpaces any prior infrastructure cycle — surpassing cloud, fiber, and energy grid buildouts in speed and capital intensity. GPU allocation has become a first-order constraint for every major AI workload, enterprise model deployment, and sovereign AI initiative worldwide.
Institutional capital is beginning to recognize what hyperscalers already know: compute infrastructure is a long-duration, yield-generating asset class — with defensible moats, recurring revenue, and scarcity-driven appreciation.
GPU Scarcity
Demand for frontier AI compute vastly exceeds supply — NVIDIA allocation is rationed across even the largest enterprise buyers.
Explosive Demand
AI inference and training workloads are doubling annually, driving sustained capital deployment into compute infrastructure through 2030.
New Asset Class
Compute infrastructure is converging with real assets — generating yield, carrying collateral value, and attracting infrastructure-grade capital.
Business Model
The Dual-Engine Model:
Infrastructure + Control
CNEX operates two interlocking value engines — a physical asset layer composed of owned GPU systems, and a software control layer that orchestrates compute allocation, revenue capture, and client delivery. This architecture means CNEX does not merely consume compute capacity — it owns and controls it.
Asset Layer
NVIDIA GB300 systems owned on-balance-sheet. Hard collateral. Appreciating scarcity value. Revenue-generating from day one.
Control Layer
Proprietary orchestration infrastructure enabling multi-tenant deployment, uptime guarantees, and margin optimization across workloads.
Revenue Model
70 / 30 structure: 70% retained by CNEX infrastructure layer; 30% passed through to operating partners — preserving high-margin economics at the asset level.

"We don't just consume compute — we control it."
Capital Strategy
Four Paths. One Platform.
CNEX is structured to accommodate multiple investor profiles and capital mandates. Whether deploying via full ownership, structured yield, scaled expansion, or flexible single-unit participation — each entry point connects to the same high-conviction infrastructure thesis.
1
Full Ownership
Asset Model — Direct acquisition of GB300 systems. Maximum control, maximum margin, full balance-sheet positioning as infrastructure owner.
2
Structured + Yield
Recommended Entry — Hybrid capital structure combining asset-backed position with financing yield (~12%). Optimal risk-adjusted return profile.
3
Scaled Expansion
Multi-Unit — Programmatic deployment across multiple GB300 systems. Designed for funds seeking portfolio-level AI infrastructure exposure.
4
Flexible Deployment
Single-Unit — Entry-level participation at ~$2M. Full access to asset economics, revenue participation, and valuation upside with contained initial commitment.

"This is not a single deal — it is a capital strategy platform."
Strategy Comparison
GB300 Strategy — Value & Structure Comparison
The table below presents three distinct entry structures across the primary investment dimensions. The Structured + Yield model is highlighted as the optimal entry point for investors seeking infrastructure-grade positioning with managed capital exposure.
Margin Architecture
Margin Is What the Company Keeps
Revenue sharing is a structural feature of the CNEX model — but margin retention is what defines its investment grade. The three configurations produce materially different margin profiles, each tied to the depth of asset ownership and control exercised by CNEX.
Moving up the ownership stack from Operator to Infrastructure is not a product decision — it is a capital allocation decision that directly compounds retained earnings, valuation multiple, and long-term enterprise value.

"Revenue can be shared. Margin is what the company keeps."
90%
Asset Ownership Model
Full ownership. Maximum margin retention. Infrastructure-grade positioning with first-lien asset control.
42%
Hybrid Model
Structured + yield configuration. 30% revenue share plus ~12% financing yield. Optimal risk-adjusted entry.
30%
Operator Model
Revenue participation without full asset ownership. Lower capital intensity, lower margin floor.
Valuation Framework
Structure Drives Multiple
AI infrastructure companies are valued on revenue multiples — and those multiples are highly sensitive to the depth of the asset position and the degree of vertical control. CNEX's capital structure directly dictates which valuation range applies. This is not a projection exercise — it is a structure design exercise.
Infrastructure Model
8–12× EV / Revenue
Full asset ownership. Recurring revenue. Infrastructure-grade multiple. Highest enterprise value floor and ceiling.
Hybrid Model
6–10× EV / Revenue
Structured + yield configuration. Positioned between infrastructure and operator — strong multiple with lower capital intensity.
Operator Model
7–8× EV / Revenue
Revenue participation without full control. Compressed multiple range. Limited ceiling without structural upgrade.

"Structure drives multiple." The same revenue base yields a fundamentally different enterprise value depending on how capital is deployed at entry.
Valuation Illustration
Valuation Follows Capability,
Not Projections
The valuation math is straightforward. CNEX's enterprise value is derived from a revenue base — which is itself a function of GB300 system deployment — multiplied by the infrastructure multiple that its capital structure commands. At the infrastructure tier, the illustration is compelling:
$10M Revenue × 10× Multiple = $100M Enterprise Value
This is not a DCF exercise built on uncertain cash flow forecasts. It is a capital structure arbitrage: the investor who enters at the right structure, at the right time, captures the multiple expansion that follows asset accumulation. Valuation is a function of what CNEX owns and controls — not what it promises.

"Valuation follows capability, not projections."
Illustrative enterprise value range at $10M revenue across model configurations.
Investment Entry
Investment Structure & Entry Point
The reference entry point for CNEX participation is $2M, providing direct exposure to infrastructure-grade AI assets at an implied enterprise valuation of $100M. This structure is not equity participation in a startup — it is a structured position in a revenue-generating, hard-asset-backed infrastructure platform.
Capital flows directly into GB300 hardware acquisition, establishing an immediate asset base, initiating revenue generation, and anchoring the investor's position in the physical compute layer of the AI economy. The leverage concept is simple:
1
Capital
$2M structured entry at $100M implied valuation
2
Asset
GB300 systems — hard collateral, first-lien position
3
Revenue
Immediate cash flow + valuation expansion pathway
Reference Entry
$2M minimum participation
Entry Valuation
$100M implied enterprise value
Asset Backing
Infrastructure-grade NVIDIA GB300 hardware
Revenue Participation
Immediate + valuation expansion on upgrade path
Financing Yield
~12% on structured entry configuration
Value Creation
A Value Migration,
Not Just a Return
CNEX's value creation path is a structured, capital-driven migration across three distinct positioning tiers — each unlocking a higher margin profile, a stronger valuation multiple, and a larger enterprise value. This is an architecture, not an aspiration.
Operator — 30% Margin / $100M EV
Entry-level revenue participation. Establishes compute presence. Generates initial cash flow. Foundation for structural upgrade.
Hybrid — 42% Margin / $150M EV
Structured + yield configuration. Asset-backed position with financing income. Materially higher margin retention and expanded valuation range.
Infrastructure — 90% Margin / $200M EV
Full asset ownership. Maximum margin. Infrastructure-grade multiple. Peak enterprise value positioning with first-lien collateral and full compute control.

"This is a value migration, not just a return." Each capital decision compounds forward into a higher-margin, higher-multiple enterprise.
Timing & Scarcity
The Window Is Open.
It Will Not Stay Open.
Zero Lead Time is not a permanent feature of CNEX's offering — it is a function of current inventory position. The next available GB300 units will come at higher cost, with longer procurement timelines, and without the first-mover positioning that today's entry provides.
Every dollar committed today acquires hardware at current prices, before the 20–30% price increase embedded in near-term supply dynamics. Every week of delay is a cost — in dollars, in margin, and in multiple.
Today
Zero lead time. Current pricing. First-lien position available.
Next Cycle
4–6 month delay. 20–30% higher unit cost. Reduced margin profile at entry.

"This opportunity is tied to available hardware today." It is not a rolling window.
Closing
Own the Asset Now — or
Later at a Higher Cost
"We are not deciding whether to build. We are deciding whether to own the asset now — or later at a higher cost."
01
Confirm Interest
Engage CNEX to confirm participation structure and capital tier — Full Ownership, Structured + Yield, or Operator entry.
02
Receive Term Sheet
CNEX issues a structured term sheet within 48 hours of confirmed interest. Asset position, yield terms, and revenue participation are codified.
03
Execute & Deploy
Capital is deployed directly into GB300 hardware acquisition. Revenue generation commences immediately upon system activation.
CambridgeNexus (CNEX)
AI Infrastructure Platform
This document is prepared exclusively for qualified institutional investors and accredited parties evaluating a direct participation in CambridgeNexus AI infrastructure assets. All financial projections, valuation illustrations, and revenue estimates are indicative and subject to final documentation. Past performance of comparable infrastructure assets does not guarantee future results.
CambridgeNexus reserves the right to withdraw or modify this offering at any time without notice. Participation is subject to satisfactory completion of investor onboarding, KYC/AML procedures, and execution of binding legal agreements. This is not an offer to sell securities in any jurisdiction where such an offer would be unlawful.
Structure
Structured asset-backed participation. Term sheet available upon request.
Minimum Entry
$2M (flexible structures available for larger mandates)