A company can deploy several AI tools and still have no coherent advantage if no one owns the workflow and no result is measured. #33

TopCat AI Signal Report #33-From a strategic perspective, AI is becoming a test of operating maturity.The companies that do this well will have clearer workflows, faster response cycles, better knowledge access, and more disciplined decision support.The companies that do it poorly will create confusion, drift, and unmanaged risk.That is why this topic belongs in the boardroom.Not because AI is trendy.Because it affects how the business performs, how it scales, and how much risk it carries.That is the real issue.