# AI adoption is growing faster than organisational proof

> The Stanford AI Index shows rapid growth in AI adoption and investment. The leadership challenge is turning that momentum into evidence of changed work and durable value.

*Published 2026-06-13 · canonical: https://promptleash.com/research/adoption-is-growing-faster-than-organisational-proof*

_Evidence status: a PromptLeash review of external research, not original PromptLeash research or a customer benchmark._

## What the evidence indicates
- AI adoption and investment continue to expand rapidly across economies and organisations.
- Aggregate adoption measures do not show whether a specific organisation has improved capability, workflows, governance, or outcomes.
- As access becomes common, leaders need stronger internal evidence to distinguish deployment from transformation.

## Implications for transformation leaders
- Establish a baseline before launching additional adoption initiatives.
- Measure repeated use and workflow change, not only licences or one-time activity.
- Connect evidence to the decisions leaders need to make next.

## Limitations
- The AI Index combines many datasets with different populations, definitions, and collection methods.
- Global and market-level findings cannot be treated as a benchmark for an individual organisation.
- PromptLeash has not independently reproduced the source analysis.

## Original sources
- [The 2026 AI Index Report](https://hai.stanford.edu/ai-index/2026-ai-index-report) — Stanford Institute for Human-Centered AI (2026-04-01)