AI is already present in the digital mental health space, and large organizations face a real challenge in preparing a diverse staff to use it competently, ethically, and safely. This challenge goes beyond training in particular AI tools; staff need a shared foundation for deciding when AI or other digital tools are appropriate, how to evaluate their limitations, and how established clinical responsibilities apply when technology becomes part of care. Online psychology training workshops are a practical solution for large organizations to upskill providers at scale, without sacrificing consistency or clinical credibility. The right training program grounds staff in the evidence base for digital care, addresses the ethical questions AI raises, and builds the kind of documented readiness that leadership can reliably report on.