Exploring ROI in Software Development Through DORA Research

Google Cloud Blog · 2026-06-09 · cloud

Recent insights from DORA research emphasize the necessity for technology and finance leaders to effectively demonstrate the business value of generative AI projects. This is crucial for securing ongoing funding, as stakeholders increasingly seek clear evidence of return on investment (ROI) from AI initiatives.

While measuring ROI is essential for validating technical strategies, the long-term success of these projects hinges on developing the appropriate organizational systems and culture that support AI implementation. Leaders are encouraged to focus not only on financial metrics but also on fostering an environment conducive to innovation and effective AI utilization.

Why it matters for certification candidates

Understanding the business implications of technology investments is vital for IT professionals pursuing certifications like AWS Solutions Architect or ITIL. As organizations increasingly adopt AI, knowledge of project evaluation and ROI measurement will be beneficial for those preparing for roles in cloud computing and IT management.

Original reporting: Google Cloud Blog