Your AI Pilot Worked. Now Comes the Hard Part: Scaling Without Breaking Everything

Most AI pilots look impressive in controlled demos. The dashboard works. The chatbot responds quickly. The automation reduces manual effort. Leadership gets excited and the phrase “let’s scale this ac