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April 11, 2024

Gartner Says 75% of Enterprise Software Engineers Will Use AI Code Assistants by 2028

STAMFORD, Conn., April 11, 2024 — By 2028, 75% of enterprise software engineers will use AI code assistants, up from less than 10% in early 2023, according to Gartner, Inc. Sixty-three percent of organizations are currently piloting, deploying or have already deployed AI code assistants, according to a Gartner survey of 598 global respondents in the third quarter of 2023.

Figure 1: Value of AI Code Assistants

AI code assistants enable more capabilities that go beyond code generation and completion. They are collaborative assistants that improve developers’ efficiency by stimulating brainstorming and increasing code quality enhancements which empower developers to continuously upskill and build proficiency across programming frameworks. The enablers offered by AI code assistants lead to increased job satisfaction and retention, thereby saving the costs associated with turnover.

“Software engineering leaders must determine ROI and build a business case as they scale their rollouts of AI code assistants,” said Philip Walsh, Sr Principal Analyst at Gartner. “However, traditional ROI frameworks steer engineering leaders toward metrics centered on cost reduction. This narrow perspective fails to capture the full value of AI code assistants.”

Reframing ROI Conversations Is Critical  to Capture the Full Value of AI Code Assistants

Traditional ROI frameworks fail to capture the full value of AI code assistants. To build an effective value story extending beyond traditional ROI metrics, software engineering leaders must reframe the ROI conversation from cost reduction to value generations (see Figure 1).

“Calculating time savings on code generation is a good place to begin building a more robust value story,” said Walsh. “To convey the full enterprise value story for AI code assistants, software engineering leaders should connect value enablers to impacts, and then analyze the overall return to the organization.”Gartner clients can read more in “How to Communicate the Value of AI Code Assistants.” Learn how to identify customized focus areas for improvement using the Gartner Software Engineering Leaders Effectiveness Diagnostic.

Learn more about implementing AI in the enterprise in the complimentary Gartner Thinkcast “Generative AI in 2024: How to Move From Experimentation to Implementation.”

Gartner Application Innovation & Business Solutions Summit

Application innovation and software engineering strategies will be discussed at the Gartner Application Innovation & Business Solutions Summits taking place May 14-16 in Las Vegas, June 18-19 in Japan, and September 9-10 in London.

Gartner for Software Engineering Leaders helps leaders align with stakeholders, retain and optimize teams and build innovative products that support and serve the entire organization, its partners and clients. Additional information is available at

Source: Gartner