According to Gartner, the use of AI code assistants can lead to higher work satisfaction and retention, resulting in lower turnover costs.

Gartner predicts that by 2028, 75 percent of enterprise software engineers will use Artificial Intelligence (AI) code assistants, up from less than 10 percent, currently.

According to a Gartner poll of 598 global respondents conducted in the third quarter of 2023, 63 percent of organisations are now testing, deploying, or have previously implemented AI code assistants.

AI code assistants provide for more capabilities than only code development and completion, notes the research firm.

According to Gartner, the use of AI code assistants can lead to higher work satisfaction and retention, resulting in lower turnover costs.

Philip Walsh, senior principal analyst at Gartner, comments: “Software engineering leaders must determine ROI and build a business case as they scale their rollouts of AI code assistants.

“However, traditional ROI frameworks steer engineering leaders toward metrics centred on cost reduction. This narrow perspective fails to capture the full value of AI code assistants.”

Gartner notes that software engineering leaders must “reframe the ROI conversation from cost reduction to value generations”.

Walsh adds: “Calculating time savings on code generation is a good place to begin building a more robust value story. To convey the full enterprise value story for AI code assistants, software engineering leaders should connect value enablers to impacts, and then analyse the overall return to the organisation.”