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Oil Market Outlook Q1 2026.pptx
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Tech Market Analysis.pptx
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Technology Sector

AI Infrastructure
Market Overview

Strategic Analysis & Market Positioning — 2026

ConfidentialMarch 2026
2

AI Infrastructure Spending Surged 42% YoY

Market Highlights
Market size reached $285B in 2025, growing 42% YoY
GPU demand exceeding supply by 3:1 ratio
Cloud providers investing $150B+ in infrastructure
Enterprise adoption accelerating across sectors
3

Next-Gen GPUs Deliver 5x Performance Gains

Hardware Evolution
Next-gen GPUs delivering 5x performance improvements. Custom AI chips emerging from major tech companies. Memory bandwidth becoming critical bottleneck.
Software Stack
Framework consolidation around PyTorch and JAX. Model serving infrastructure maturing. MLOps tools becoming enterprise-grade.
Cloud Architecture
Multi-cloud deployments standard for large models. Edge inference growing for latency-sensitive applications. Hybrid architectures balancing cost and performance.
4

NVIDIA Commands 80% GPU Market Share

Hardware Evolution
Next-gen GPUs delivering 5x performance. Custom AI chips from major tech companies. Memory bandwidth critical bottleneck.
Software Stack
Framework consolidation around PyTorch/JAX. Model serving maturing. MLOps enterprise-grade.
Competitive Landscape
NVIDIA
Market leader with 80% GPU share
Google Cloud
Custom TPU infrastructure advantage
AWS
Broadest service portfolio and reach
Microsoft Azure
Strong enterprise integration via Office
5

NVIDIA Leads at 80% Share With 127% YoY Growth

Hardware Evolution
Next-gen GPUs delivering 5x performance. Custom AI chips from major tech companies. Memory bandwidth critical bottleneck.
Software Stack
Framework consolidation around PyTorch/JAX. Model serving maturing. MLOps enterprise-grade.
Competitive Landscape
NVIDIA+127% YoY
Market leader with 80% GPU share
Google Cloud+68% YoY
Custom TPU infrastructure advantage
AWS+52% YoY
Broadest service portfolio and reach
Microsoft Azure+71% YoY
Strong enterprise integration via Office
6

VC Funding Tripled to $35B Since 2023

Venture Capital Investment ($B)$12B$18B$28B$35B2023202420252026E
Funding Acceleration
AI infrastructure startups raised $35B in 2026, up 25% from 2025. Focus shifting from model development to deployment infrastructure. Enterprise adoption driving B2B investment focus.
Key Investment Areas
GPU-as-a-Service platforms attracting major rounds. MLOps and observability tools seeing strong traction. Edge AI infrastructure emerging as new category.
7

Cloud Infrastructure Captured Largest Share at 40%

$285BTotal Market
Cloud Infrastructure40%
$114B
Hardware/Chips30%
$85.5B
Software/Tools20%
$57B
Services/Consulting10%
$28.5B
8

Market on Track to Reach $600B by 2028

$600B$500B$400B$300B$200B202420252026E2027E2028E
CAGR
38.2%
2024-2028
Key Drivers
Generative AI adoption, enterprise digital transformation, GPU supply normalization
9

NPS Jumped 8 Points to Best-in-Class 72

NPS Score
72
+8 pts
CSAT
4.6/5
+0.3
Retention Rate
94%
+2%
Churn Rate
6%
-2%
10

Three Launches Set to Unlock Multi-Region Scale

Q2 2026
API v3 launch
Mobile SDK beta
Q3 2026
Enterprise features
Advanced analytics
Q4 2026
Multi-region support
Custom integrations

Next-Gen GPUs Deliver 5x Performance Gains

Hardware Evolution
Next-gen GPUs delivering 5x performance improvements. Custom AI chips emerging from major tech companies. Memory bandwidth becoming critical bottleneck.
Software Stack
Framework consolidation around PyTorch and JAX. Model serving infrastructure maturing. MLOps tools becoming enterprise-grade.
Cloud Architecture
Multi-cloud deployments standard for large models. Edge inference growing for latency-sensitive applications. Hybrid architectures balancing cost and performance.
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Edit an existing deck

Open any deck and prompt Verso to modify it at will. Native integration means you can make manual adjustments, then prompt again, seamlessly blending AI-powered heavy lifting with your own final touch.

Full control

Verso works directly with real PowerPoint shapes and objects - not images masquerading as slides. Every element remains fully editable.

Upload files

Verso lets you upload anything relevant for your prompt: logo, image, inspiration, etc. Upload your file and Verso will use it.

Enterprise-ready

Bring your own API keys with enterprise plans. We are GDPR compliant, and provide SSO and MFA login. Your data stays yours.

Unmatched performance.

Our harness uses a proprietary simplification converting the complexity of PowerPoint slides into a clearer language that AI can edit naturally, while keeping full expressivity. This unlocks vastly better performance and faster execution.

100% 65% Verso Medium 53% Verso Fast 41% Claude for PowerPoint 16% GenSpark  

PrezEval© benchmark · April 10, 2026

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