Marketing as an operating system: brand, demand, content, and analytics on the same plan, the same data, and the same cadence.
In-house, agency, or hybrid — designed against the work, not the headcount.
Stack rationalization with a defensible TCO and a clear path off the legacy contracts.
Where AI runs, where it doesn't, and how the team's skills move with it.
Re-shaped the B2B marketing operating model around revenue accountability — and made it stick.
Sometimes. More often, the mix changes faster than the total.