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We don't have a predictable model for scaling

By
Mukund Kabra

Growth becomes predictable when you can write it as a model: how many leads each channel brings, how many convert, and what each customer is worth. Build that model from your own numbers, then plan budget and hiring against it.

Category:
Experimentation
Reading time:
2
min read
Published on:
October 24, 2026
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Experimentation
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We don't have a predictable model for scaling

We don't have a predictable model for scaling

Problem

Growth happens, but nobody can say how much will happen next quarter.

Targets are set from ambition rather than evidence. Budget and hiring decisions are guesses, and every missed month starts a debate about what went wrong.

What got you here worked, but nobody can explain it well enough to repeat it.

Insight

Early growth runs on hustle. The next stage runs on a model.

In the first phase, founders, timing and a few good channels carry the business. To grow further you need to know the conversion rate at each step, the cost of each channel and the payback on each customer.

Once those numbers are written down and kept current, growth turns into a plan instead of a hope.

How we approach it

We turn your growth into numbers you can plan with.

  1. We build a model of your funnel from your own data: volumes, conversion at each step, cost and payback.
  2. We find the weakest step and the channel with the most room to grow.
  3. We set targets and budgets from the model and review it against actuals every month.

Forecasts get closer to reality each quarter, and decisions get easier to make.

Tags:  
Creative Breakthrough Strategy; Creative Testing; Ad Performance; Emotional Resonance; Behavioral Triggers; Cultural Insight
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