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Atlassian’s DX AI Measurement Framework Aims to Close the Gap Between AI Spend and Value

Publisher IDC
Published Aug 05, 2026
Length 5 Pages
SKU # IDC21458217

Description

This IDC Market Note discusses the Atlassian DX platform's latest capabilities and approach to capturing and measuring AI's impact on software delivery."The hard realization emerging in the market is that the AI-related surge in code generation and spending has not yet translated into comparable value add. Atlassian's DX is positioning itself precisely around this gap, seeking to give leaders the measurement and benchmarking tooling to turn AI investment into demonstrable returns," says George Mironescu, associate research director, Software Development, Delivery, and Engineering at IDC.

Table of Contents

5 Pages

Executive snapshot

Key takeaways

In this Market Note

IDC's Point of View

Core 4: Capturing the engineering essentials

Effectiveness

Speed

Quality

Innovation ratio

The DX AI Measurement Framework: Supplementing Core 4 for AI-assisted development

Attribution: Separating AI and human code contribution

The Agent Experience Score: Surveying the agent

AI Readiness: The new mandate for platform engineering

Closing thoughts

Learn more

Related research

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