Former agent. Former supervisor. Eleven years in workforce management.
Somewhere along the way, this stopped being a job and became the work I care about getting right.
I started with a headset and worked my way up to enterprise consulting, planning capacity across more than eighty implementations and migrations, one industry after another. Seeing this work from the top down, after years of living it from the inside, is what shaped how I think about workforce management: how capacity actually gets decided, what measurement hides once it becomes a target, and why the people doing the hardest work are usually the last thing an operating model accounts for.
What I believe
Four things, each of them checkable.
These are not values statements. Each one is a thing you can go and check (in a staffing model, in a posted schedule, on a QA form, in a development plan) and find either funded or missing. Each heading links to the essay where the belief is argued at length.
WFM tells the truth.
The forecast is the contract with the floor.
Coaching has to be funded.
If it is not in the schedule, it is not real.
Metrics are instruments.
AHT, occupancy, adherence, and QA point. Diagnosis decides.
The frontline is a talent factory.
Internal development is operating advantage.
Where to start
Pick whichever one you would argue with.
The essays take one belief each and work it out at length. The groundwork under them (the numbers, and what each one is for) has a page of its own. The WFM pages are the practice underneath them: how a missed day gets taken apart, and what the analysis keeps finding. The career arc is how I came to hold any of it.