AI is transforming research so rapidly that laboratories must evolve into flexible, digitally integrated, and automation-ready ecosystems—designed as dynamic platforms for both current and future technologies—where adaptability, smart infrastructure, and cross-sector best practices are the new gold standard for accelerating discovery at “machine speed”