AI strategy & responsible adoption
Most teams are evaluating dozens of AI tools without a clear sense of which to trust. I work with leaders on what fits their data, voice, and culture, and what doesn't. The 40-60% reduction in manual work is usually a side effect of clarity, not the goal.

