The Finance of Neoclouds (Free, Re-Upload)

Valuation framework: NeoClouds should be valued as the present value of the spread between return on deployed compute and the company’s cost of capital. Unlike traditional firms that fund growth from operating cash flow, NeoClouds repeatedly raise capital and deploy it into GPUs and data centers; annual capex can be a large fraction of market cap. If deployed capital earns a mid-to-high-teens unlevered IRR while cost of capital is materially lower, each dollar deployed is positive NPV and growth itself creates intrinsic value. Four sources create or sustain a spread: (1) product/operational excellence, (2) the people and supplier relationships, (3) allocation scarcity in supply-constrained markets, and (4) performance surplus passed downstream from rapid generational hardware improvements. The proper valuation lens is the present value of the spread applied to all capital the operator can deploy; forward multiples and book value are unstable for these businesses.

Its products are used in high performance computing, smartphones, Internet of things, automotive, and digital consumer electronics.

Same conceptual application as above: treat NeoCloud operators as capital-deploying platforms where the equity value equals the present value of the spread between return on capital and cost of capital, compounded over expected future deployments. Assess operators on two axes: (A) ability to sustain a durable spread (product differentiation and supplier/customer relationships) and (B) ability to deploy capital quickly and cheaply (capital access and construction/execution speed). A strong operator will combine both types of levers, enabling order-of-magnitude compute base growth that market multiples or book value may not reflect.

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