AI Infrastructure Bottlenecks: Why GPU Supply Won't Meet Enterprise Demand Until 2028

Former VP of Cloud Infrastructure at a hyperscaler discusses GPU allocation strategies, the real constraints on data centre build-outs, and why enterprise customers are being deprioritised.

Duration

—

Pages

—

Expert Level

VP Level

Geography

Global

Expert ID

EXP-SEED-003

MNPI Screened

PII Redacted

Compliance Certified

Expert Anonymised

Free Preview — Executive Summary

Free

This 52-minute expert call features a current VP of Cloud Infrastructure at one of the top three global hyperscalers discussing the company's GPU procurement pipeline and allocation strategy. Key topics include why enterprise customers are being systematically deprioritised in GPU allocation versus internal AI workloads, the real timeline for next-generation data centre capacity, competitive dynamics between NVIDIA and AMD from a buyer's perspective, how custom silicon programs are reshaping negotiating leverage, and the internal economics of inference versus training workload allocation.

PremiumOne-time purchase

$449$59925% OFF

No subscription required · Instant PDF after purchase

What's included

Full verbatim transcript (PDF) · 35 pages

Executive summary with key takeaways

Tagged companies, keywords & metadata

MNPI-screened · PII-redacted · Compliance certificate

Instant download after purchase

Licensed for internal team distribution

100+ buyers last 30 days · Buy-side ready

Secure checkout via Stripe · Instant delivery · Full compliance guarantee

Need a custom angle?

Commission a bespoke expert call on any topic

Learn about custom transcripts →

Save more with bundles

3 Transcripts

Technology & SaaS Deep-Dive Pack

Technology & SaaSAdjacent ResearchCompetitive Analysis

$999$1,297Save 23%

You save $298 compared to individual purchases

6 Transcripts

Full Sector Research Pack

Primary ResearchAdjacent SectorsAI InfrastructureCloud CapEx

$1,899$2,694Save 30%

You save $795 compared to individual purchases