You've paid it today.

The hidden cost of
switching AI models.

Every time you move from one AI to another, you re-explain everything. Your project. Your context. Your preferences. Your last three decisions. That overhead has a name. And it compounds.

10–20
minutes lost
per model switch
3–5×
models used daily
by knowledge workers
1 hr+
Re-Briefing Tax
every single day

You probably paid it this morning.

What it feels like

You know this moment. You've lived it today.

📋
You've been deep in a project with one AI. It knows the context. It knows the decisions you've made. Then you switch — and you're explaining it all again from the beginning.
🔄
You paste in your notes. You summarise the last hour. You re-explain the constraints, the stakeholders, the direction. The AI is smart. But it has no idea who you are.
⏱️
By the time the new model is up to speed, fifteen minutes have gone. You haven't moved forward. You've just restored what you already had.
🔁
And tomorrow — you'll do it again. And the day after. The Re-Briefing Tax is the most expensive invisible overhead in knowledge work today.
The cost

Let's put a number on it.

Time lost per model switch
10–20 min
Model switches per working day
3–5 switches
Daily Re-Briefing Tax per knowledge worker
~1 hour
Weekly Re-Briefing Tax
~5 hours
Annual Re-Briefing Tax — per person
Time spent re-explaining context that should already be there
~6 weeks

Six weeks of working time — per person, per year — spent re-establishing context that a persistence layer would have preserved automatically. This is not a productivity tip. It is an infrastructure problem.

"The Re-Briefing Tax is not a user problem. It is a missing layer in the stack. The context persistence infrastructure that should exist between AI models — and doesn't."

— Stevie Dymond, Founder · NeoSoulTech Ltd

There's a fix.

A persistence and routing layer that sits above all AI models — pre-loading your context before every dispatch, so every model knows who you are before you say a word. The Re-Briefing Tax drops to zero.

The infrastructure layer · Active build
Presence Continuity™
Context persistence and intelligent model routing. Your project, your preferences, your history — pre-loaded before every AI interaction. Model-agnostic. Human-sovereign. UKIPO registered.
presencecontinuity.com ↗