# NVIDIA State of AI 2026: 64% Adoption, Budgets Still Rising

Times of AI Desk · 2026-03-08 · Industry

[https://timesof.ai/2026/03/nvidia-state-of-ai-2026-report](https://timesof.ai/2026/03/nvidia-state-of-ai-2026-report)

> NVIDIA’s 2026 State of AI (survey >3,200 pros, Aug–Dec 2025; blogged ~March 9): 64% adoption; 88% report revenue increases from AI; 86% increase/maintain AI budgets; 44% deploying or assessing agents. Vendor customer survey — ROI is self-reported.

Chip vendors love rosy ROI slides. Read NVIDIA’s survey for the **budget persistence** signal: even after the hype cycle, **nearly nine in ten** respondents say they will maintain or grow AI spend — with **agents** entering the deployment column.

**NVIDIA** 2026 State of AI report (fielded **August–December 2025**; blog coverage around March 9) surveyed **over 3,200** professionals across financial services, retail, healthcare, telecom, and manufacturing. Headline cuts: AI adoption **64%**; **88%** of companies reporting revenue increases from AI; **86%** planning to increase or maintain AI budgets; **44%** deploying or assessing AI agents. Also flagged: cost reduction and productivity gains; challenges in data quality, talent shortages, and integration.

## Claims vs checks

Figures are **NVIDIA survey primary** — self-reported by a population that includes NVIDIA’s ecosystem. Not a random population census; not audited EBIT attribution. Agentic “44%” mixes deploy and assess.

## Limits

- Vendor survey selection bias is material.
- “Revenue increases from AI” is attributionally soft.
- Cross-sector averages hide vertical variance.

## Sources

- [NVIDIA Blog: “How AI Is Driving Revenue, Cutting Costs and Boosting Productivity”](https://blogs.nvidia.com/blog/state-of-ai-report-2026) (March 9, 2026; 2026 State of AI data).
- NVIDIA State of AI surveys across industries.
- Industry analyses and roundups (March 2026).