AI code generation reality check: What the data says about shipping AI code safely

AI shifted the bottleneck from writing code to understanding it. A new survey of 309 engineering leaders and practitioners reveals a stark gap: nearly 80% of organizations are using AI to write code, but a third haven’t shipped it to production. The barrier is visibility and control into what’s actually changing.

~80%

of orgs using AI to write code

1 in 3

haven’t shipped it to production

76%

consider AI risk tooling critical

What you’ll learn:

  • Why productivity gains are outpacing review capacity, and what to do about it
  • The hardest-to-detect AI code changes that trigger production incidents — security, dependencies, performance
  • How AI-generated code has become a concern for security, legal, compliance, and the C-suite
  • Why 76% of leaders now consider AI risk tooling critical, and what they’re buying
  • The five things high-performing teams do differently

Watch the replay below.