<!-- mobian-agent-page publisher="dailydev" canonical="https://daily.dev/posts/how-to-measure-the-business-value-of-generative-ai-kqo8zrakh" -->

---
title: How to measure the business value of generative AI
description: The DORA ROI of AI-assisted software development report reveals key insights for measuring the business value of generative AI. Organizations typically...
canonical: https://daily.dev/posts/how-to-measure-the-business-value-of-generative-ai-kqo8zrakh
twitter:card: summary_large_image
twitter:site: @dailydotdev
og:type: website
og:site_name: daily.dev
og:title: How to measure the business value of generative AI | daily.dev
og:description: The DORA ROI of AI-assisted software development report reveals key insights for measuring the business value of generative AI. Organizations typically...
og:url: https://daily.dev/posts/how-to-measure-the-business-value-of-generative-ai-kqo8zrakh
og:image: https://api.daily.dev/og/posts/KQO8zrAkh.png
og:image:alt: How to measure the business value of generative AI
og:image:width: 1200
og:image:height: 630
og:locale: en
---

> ## Documentation Index
> Fetch the complete documentation index at: https://daily.dev/llms.txt
> Use this file to discover all available pages before exploring further.

# How to measure the business value of generative AI

**[Google Cloud](https://daily.dev/sources/gcp)** · 4 min read · 0 upvotes · 0 comments

## Summary

The DORA ROI of AI-assisted software development report reveals key insights for measuring the business value of generative AI. Organizations typically experience a J-curve during AI adoption — a temporary productivity dip caused by learning curves, the verification tax of reviewing AI-generated code, and pipeline bottlenecks. Despite 90% of DORA survey respondents using AI at work, financial returns vary widely based on organizational readiness. The report provides a framework for calculating AI ROI across the software development lifecycle, including an interactive ROI calculator to model costs and benefits specific to your organization.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://cloud.google.com/blog/products/ai-machine-learning/how-to-measure-the-business-value-of-generative-ai>

## Similar posts on daily.dev

- [New DORA Report Claims Strong Engineering Foundations Drive AI Return on Investment](https://daily.dev/posts/new-dora-report-claims-strong-engineering-foundations-drive-ai-return-on-investment-qijfxnffg) · InfoQ · 1 upvotes · 0 comments
- [Measuring for AI success and quality improvement](https://daily.dev/posts/measuring-for-ai-success-and-quality-improvement-vo2t7mcwf) · Agile Testing · 0 upvotes · 0 comments
- [DORA’s 2025 research on the impact of AI](https://daily.dev/posts/dora-s-2025-research-on-the-impact-of-ai-rxssp8auu) · Software Engineering Research · 0 upvotes · 0 comments

---

Tags: [#genai](https://daily.dev/tags/genai), [#gcp](https://daily.dev/tags/gcp), [#ai-assisted-development](https://daily.dev/tags/ai-assisted-development), [#dora](https://daily.dev/tags/dora)

[View this post on daily.dev](https://daily.dev/posts/how-to-measure-the-business-value-of-generative-ai-kqo8zrakh)

```json
{"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]}
{"@context":"https://schema.org","@type":"TechArticle","headline":"How to measure the business value of generative AI","url":"https://daily.dev/posts/how-to-measure-the-business-value-of-generative-ai-kqo8zrakh","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/how-to-measure-the-business-value-of-generative-ai-kqo8zrakh"},"datePublished":"2026-06-09T16:05:15.898Z","dateModified":"2026-06-09T16:05:34.179Z","description":"The DORA ROI of AI-assisted software development report reveals key insights for measuring the business value of generative AI. Organizations typically...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/1c5aa85a74ac6f6116af573c666a9f29?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/1c5aa85a74ac6f6116af573c666a9f29?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"Google Cloud","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Google Cloud","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/gcp","url":"https://daily.dev/sources/gcp"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/how-to-measure-the-business-value-of-generative-ai-kqo8zrakh","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"genai,gcp,ai-assisted-development,dora","timeRequired":"PT4M"}
{"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Google Cloud","item":"https://daily.dev/sources/gcp"},{"@type":"ListItem","position":3,"name":"How to measure the business value of generative AI"}]}
```

