Antonia Landi: “AI is just another tool. Start treating it like one.” Product ops consultant Antonia Landi warns that rapid AI adoption is resurrecting "tool-stack debt". Organizations risk fragmented operating systems by prioritizing novelty over validated problems and integration. To ensure ROI, leaders must treat AI as a solution hypothesis, establish ownership, and build a coherent system where tools solve specific, measurable bottlenecks.