Research agenda to assess economic impact of code generation models
AI Impact Summary
This change signals a formal initiative to quantify the economic effects of code generation models on software development, including cost, productivity, and skill requirements. For engineering and product teams, the agenda should prioritize cross-language cost/benefit analysis, integration within CI/CD pipelines, data governance and privacy considerations, and licensing terms to establish a credible ROI. The outcome will inform budgeting, vendor selection, and governance policies, enabling targeted adoption of coding assistants where ROI is favorable and caution where risks or integration frictions dominate.
Business Impact
Provides a basis for budgeting and tooling decisions by quantifying ROI, total cost of ownership, and risk across development workflows when adopting code generation models.
Risk domains
- Date
- Date not specified
- Change type
- capability
- Severity
- medium