Key Takeaways

1. Redefine before you create.

Most "new" roles aren't new at all — if the underlying problem hasn't changed, the smarter move is to redefine the role rather than open a fresh requisition, saving teams from chasing titles that don't reflect the real work.

2. A headcount case is a story, not just a number.

The strongest asks connect the deeper why, the actual work to be done, and proof the need will hold over time — not just a request for more people.

3. AI gains should be tested, not assumed.

"Doing more with less" only holds up when teams actually validate what AI can cover, rather than reshaping a team around productivity claims that haven't yet materialized.