As AI transforms the corporate arena, the CAIBS Institute provides essential guidance regarding senior managers. Our initiative focuses on enabling enterprises to define their clear Automated Systems roadmap, connecting automation to strategic goals. Such methodology guarantees responsible as well as results-oriented Machine Learning implementation