How safe is AI?

The impact of AI and how CodeScene can help

With CodeScene you can achieve significantly faster development

1. AI delivers immediate velocity gains

AI coding assistants promise faster delivery and the initial gains are real and visible.

2. Those gains are cancelled out after just two months

The reason is a massive increase in code complexity [1]. AI adoption can lead to 41% more defects with no increase in throughput [2].

3. CodeScene evaluates your code health

CodeScene identifies which parts of your codebase are safe for AI today and prioritises what needs to be uplifted first. The risk is non-linear — code must reach a CodeHealth™ score of 9.5, ideally 10, to be genuinely AI-ready.

4. CodeScene enables AI's full benefits

Improving your code quality score from the industry average (5.15) to elite level (9.1) delivers ~36% faster development and ~36% fewer production defects. CodeScene ACE delivers 2 to 5× more Code Health improvements versus off-the-shelf AI coding tools. [3]

At Code Health 7, AI breaks code frequently

At Code Health 3, breakage may become the default outcome