7. Conclusion

In industry, no machine is put into production without prior testing, quality control, and safety protocols. So why would we launch an AI project without verifying that the organization is ready to implement it?

An AI maturity audit is exactly that: a technical check before the big launch. It’s a step that some consider unnecessary—until they discover the cost of a failed project. The numbers speak for themselves: according to McKinsey , 70 to 80% of AI projects never achieve their goals. It’s not that the algorithms...