The method stayed the same.
The leverage changed.

Every engagement had the same structure: a gap between what the strategy said, what people actually did, and what the technology allowed. I embedded, found the gap, and built the fix with the people who do the work.

What changed over time was scale. A lean consultancy. A startup under pressure. A solo practice with AI infrastructure. Same results, fewer people, faster.