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                        AI code is growing faster than governance
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                        AI coding tools are now mainstream, and the productivity gains are real. The organizations setting the pace are the ones building the foundations of AI accountability that let speed compound: context, traceability, and governance.
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                        91%
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                        say AI moved the bottleneck from writing code to reviewing and validating it.
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                        of teams that hit a production incident couldn't tell whether AI-generated code was involved.
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                        plan to invest in governing, tracing, or maintaining AI-generated code within a year.
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                         34% of teams that hit a production incident couldn't tell whether AI-generated code was involved.
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