AI Coding Tools Are Reshaping Software Workflows, but Productivity Claims Still Need Careful Scrutiny

Controlled studies and company case studies show measurable gains in selected coding tasks, but much of the public enterprise evidence remains vendor- or company-reported and does not establish uniform organization-wide impact.