From my experience, the key difference comes down to how well the solution is tailored to actual business needs. We worked on a project where instead of using generic tools, we explored SPD Technology generative AI approaches, and it completely changed how tasks were handled. The system wasn’t just generating random outputs — it was adapted to specific processes, which made it actually useful. Once everything was aligned with real workflows, the results became much more practical and consistent.