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Four stances. One dish at a time.

Most AI deployments don’t fail in the deployment. They fail in the stance. Every operator I talk to wants one answer to “am I doing AI right?” — like the whole business could be graded on a single scale. Right? It can’t.

Here’s the thing. You don’t climb a ladder for the whole business. You change your stance relative to one dish at a time. You might be standing at the pass on the sales recipe and still be cooking the service recipe with your own two hands. Both are fine. The move is to know which stance you’re in for each dish — and to notice when you’ve stalled.

Four stances. Every operator moves through them. Most stall at the third one.

Four chef's aprons hanging on brass hooks in a progression from pristine cream to deeply weathered terracotta — the four stances made visible.

four aprons ~ one chef, four stances

~ the maturity lens

The Four D’s, in one picture.

Doing → Dispatching → Dialing → Deciding. The stance progression for any given dish. Dialing is where most AI deployments die.

01 Default

Doing Hands on the line

Your hands are on the line. This is the default for any work without a recipe. The plates go out because you made them.

02 The Write

Dispatching Writing the recipe

You define the work clearly enough for a station to execute it — ingredients, ratios, what “plated well” looks like. You hand the recipe off.

03 Where it fails

Dialing Tasting at the pass

The station is cooking; you are standing at the pass refining the recipe, context, and guardrails. Most AI deployments fail here because the Chef retreats back to the line instead of iterating at the pass.

04 The step back

Deciding Running the menu

You’ve stepped back. You evaluate performance, catch exceptions, decide if the dish stays on the menu. The dish runs without you.

You do not climb a ladder for the whole business. You change your stance relative to one dish at a time.

~ four stances, one dish at a time

The four stances, expanded.

Doing is the default. Your hands are on the line. You’re cooking every plate because that’s the only way the work gets done — there’s no recipe yet, no station, no agent. This is where every business starts. It’s also where most operators stay too long.

Dispatching is the first real move. You stop cooking and start writing. You define the work clearly enough for a station to execute it — ingredients, ratios, what “plated well” looks like. That’s what the Professional Recipe is: the format for writing a recipe a station can actually follow.

Dialing is the hardest one. The station is cooking. The plates are almost right. Your job is to stand at the pass and iterate on the recipe — not retreat to the line. Most AI deployments die here. Quality Control is the diagnostic toolkit for what to change at the recipe level when a plate drops.

Deciding is when you’ve stepped back. The recipe runs. You evaluate performance. Catch exceptions. Decide if the dish stays on the menu. You spend your time on what to cook, not how to cook it. Few operators ever get here.

Tasting at the Pass.

Dialing is where every AI deployment I’ve ever seen stalls. The recipe is written. The station is cooking. It’s almost right. And the owner’s instinct — every single time — is to step back onto the line and just do it themselves. Don’t. The move is to stand at the pass and refine. Taste the soup. Add salt to the recipe, not the bowl. That’s how the station gets better. If you cook the plate yourself, the station never learns.

Add salt to the recipe, not the bowl. Cook the plate yourself and the station never learns.

How it connects.

Your stance shifts one dish at a time. The Prep List picks which dish moves next. The Professional Recipe is what you write when you cross from Doing into Dispatching. Quality Control is what you diagnose during Dialing.

The Station Plan is the kitchen you’re standing in.

~ the monday move
Pick one dish this week. Move your stance from Doing to Dispatching. Write the recipe instead of cooking the plate.