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VAST Data — AI supply-chain exposure

VAST Data · Private· Infrastructure· United States
The quick read

The model reads VAST Data primarily as a supplier in Infrastructure. Its largest modeled sensitivity is a shock at Grid capacity (constraint β 26).

36
Chain weight /100
1
Parts exposed
1
Layers spanned
26
Constraint β
VAST Data across the stack
Infrastructure

The structural read · model-generated

The model reads VAST Data primarily as a supplier in Infrastructure. Its largest modeled sensitivity is a shock at Grid capacity (constraint β 26).

In depth · editorial + model · written 2026-07-13

VAST Data builds the storage and data-management software layer that sits underneath large GPU clusters. Rather than selling drives, it sells the system that lets thousands of accelerators read and write training data fast enough to stay fed — its platform underpins some of the biggest AI buildouts, including CoreWeave's. In the value chain it is an infrastructure supplier to the AI factory, the plumbing that moves data to and from compute.

Its structural hook is that compute scarcity has pushed attention onto everything that keeps GPUs busy, and storage is one of the quiet bottlenecks. As clusters grow, a data layer that can serve many accelerators at once without stalling becomes hard to rip out and replace, which is why the model places it inside the factory rather than beside it. It remains a supplier rather than a chokepoint, so its centrality reads as modest.

Chain footprint by layer

Infrastructure
100%

How it participates

Supplier
100%

Every part VAST Data touches

Critical materials it leans on

Enriched Uranium (HALEU)CobaltNatural uranium (U3O8 yellowcake)

Geographic concentration

Ireland — Dublin Hyperscale ClusterUnited Arab EmiratesSingapore

Frequently asked

What is VAST Data's role in the AI supply chain?

The model reads VAST Data primarily as a supplier in Infrastructure. Its largest modeled sensitivity is a shock at Grid capacity (constraint β 26).

Which parts of the AI value chain is VAST Data exposed to?

VAST Data is mapped to 1 part of the AI value chain, most strongly AI factory. It sits primarily in the Infrastructure layer as a supplier.

Does VAST Data own an AI bottleneck?

Not in the current model — VAST Data is exposed to constrained parts but sits downstream of them rather than producing them.

What is VAST Data's biggest AI supply-chain risk?

Its largest modeled sensitivity is a shock at Grid capacity (constraint β 26). 3 nodes depend on it; pressure 88/100

Who are VAST Data's closest peers by AI-chain position?

By shared chain dependencies: YMTC (Yangtze Memory Technologies), CyrusOne, Pegatron, WEKA.

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model v0.7.0 · research, not advice

Chain analytics are illustrative, order-of-magnitude estimates from our model of the AI value chain — not investment advice.

as of 2026-07-17Medium confidence model v0.7.0
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