AI is moving fast across the research landscape, but for many academic institutions, the real challenge is not in adopting new tools. It is ensuring that research intelligence remains trustworthy, auditable, and useful in an environment shaped by increasing compliance demands, shifting evaluation frameworks, and growing expectations around integrity and transparency. That was the central…