# Read the 2025 GenAI Divide findings in context

> The preliminary report studied enterprise adoption and measurable returns within a limited research sample.

Source: https://fullbytedeveloper.com/blog/nanda-genai-divide-report-2025
Originally posted: 2025-08-22
Published here: 2026-11-06

The July 2025 GenAI Divide report described a gap between enterprise AI spending and measurable business results. Its headline combined an estimated $30-40 billion in investment with a finding that most organizations were seeing no return [1].

## What the researchers examined

The report labels itself preliminary research. Its January-June 2025 work included a review of over 300 public AI initiatives, interviews covering 52 organizations and survey responses from 153 senior leaders at industry conferences [1].

Those details matter when reading the strong wording in our Instagram caption. This was research into a sample of enterprise adoption, not an audit proving that every dollar spent on AI produced nothing.

## Read the limits alongside the headline

The authors note that their sample may not represent every enterprise segment or region. They also distinguish adoption from business impact [1].

For your own project, define the result before buying or building: fewer correction hours, faster completion of a particular task, or a lower error rate. Measure the existing process first, then compare against it. A tool being widely used does not, by itself, answer whether it improved that process.

## Sources

1. [Project NANDA: The GenAI Divide, July 2025 (report mirror)](https://asociace.ai/wp-content/uploads/2025/08/ai_report_2025.pdf)

## Original posts

- [Instagram post](https://www.instagram.com/fullbytedeveloper/p/DNqj8lts5b7/)