For Every Scale

For Every Scale

Your forecast is garbage

Linear growth is a fantasy. In a world shaped by war, energy shocks, AI disruption, and fragile supply chains, scenario planning is no longer optional.

Josh Rowe's avatar
Josh Rowe
Apr 05, 2026
∙ Paid
  • Most forecasts assume continuity. Right now, continuity is the one thing you do not have.

  • A 2x2 Scenario Matrix shows where your current strategy breaks before the market does it for you.

  • Strong leadership is not betting on the most likely future. It is preparing for the most dangerous one

Herman Kahn, one of the architects of modern scenario planning

Your spreadsheet is a comfort blanket

Revenue up 15%.

Margin holds.
Hiring stays controlled.
AI investment starts paying back.
Execution stays on plan.

It looks sensible.

That is what makes it dangerous.

Because it assumes the world stays broadly cooperative.

It won’t.

There is a war on.
Energy is unstable.
Shipping is exposed.
Customers are slower.
Capital is tighter.
AI is moving faster than most operating models can absorb.

And yet many leadership teams are still planning as if next quarter is just a cleaner version of last quarter.

That is not strategy.

That is extrapolation.

Linear growth is a myth

Forecasting works when the range of outcomes is narrow.

This is not that environment.

Right now, one geopolitical event can hit costs, demand, freight, pricing, and confidence at the same time.

So the problem is not that your forecast will be slightly wrong.

The problem is that it is built on the wrong premise.

That the system will keep behaving.

The question most plans avoid

Most strategy decks ask:

What happens if things go right?

Wrong question.

The real one is:

What happens if the world turns against our plan?

Not in theory.

In reality.

War expands.
Energy spikes.
Buying slows.
AI adoption fragments.
Costs stay high.
Execution gets harder.

Does your current strategy still work?

If not, it is not a strategy.

It is a fair-weather budget.

If Your Strategy Can Be Copied, It Isn’t Strategy

If Your Strategy Can Be Copied, It Isn’t Strategy

Josh Rowe
·
Mar 8
Read full story

The tool

Use a 2x2 Scenario Matrix.

Pick the two uncertainties that matter most.

For most businesses right now, they are some version of these:

1. AI adoption accelerates vs stalls
2. Operating conditions stabilise vs deteriorate

That gives you four worlds.

Acceleration
AI moves fast. Conditions hold. Speed wins.

Extraction
AI moves fast. Conditions deteriorate. Productivity matters. Waste gets punished.

Delay
AI stalls. Conditions hold. Pilots continue. Payoff drifts.

Crunch
AI stalls. Conditions deteriorate. Budgets tighten. Fragility gets exposed.

Now do the only part that matters.

Take your current strategy and drop it into the worst quadrant.

Then ask:

Does it still protect cash?
Does it still reduce dependency?
Does it still defend customers?
Does it still improve our position?

If not, you have found the weakness.

Before the market does.

What strong leadership does differently

Amateurs bet on the most likely scenario.

Professionals make no-regret moves.

Decisions that work in all four worlds.

Higher talent density.
Lower vendor dependency.
Better cash discipline.
Shorter execution cycles.
Fewer fragile initiatives.
More room to pivot.

That is what strategy looks like in uncertain times.

Not prediction.

Positioning.

Prompt: the core scenario stress test

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