This article introduces a novel AI‑driven engine that continuously monitors regulatory policies, product roadmaps, and vendor contracts to spot contradictory requirements in real time. By leveraging constraint‑solving, graph neural networks, and counterfactual explanation techniques, the system not only resolves conflicts automatically but also provides human‑readable “what‑if” narratives that explain why a particular resolution was chosen, empowering compliance teams to act quickly and confidently.