Static multiples are not enough

Many SaaS valuation conversations start with ARR multiplied by a revenue multiple. That is useful as a shortcut, but it can hide the reasons the multiple should move.

A better operating view links valuation to the drivers that actually change company quality: growth, gross margin, retention, customer concentration, and revenue confidence.

The drivers that matter

Paradigmo uses ARR as the anchor and then connects the valuation view to operating health:

  • Growth shows whether revenue is compounding.
  • Gross margin shows how much revenue can support product, support, and go-to-market investment.
  • Retention shows whether the customer base expands or leaks.
  • Concentration shows whether too much revenue depends on a few accounts.

Scenario analysis is more useful than a single number

The most useful question is often not "what is the company worth today?" It is "which operational improvements would change the next financing conversation?"

Examples:

  • Improve retention to lift health score and reduce revenue leakage.
  • Increase ARPA through packaging or pricing.
  • Reduce concentration risk by growing the next tier of customers.
  • Improve gross margin to support a higher quality multiple.

Why the model should stay explainable

Founders and investors need to see how assumptions connect to outcomes. A black-box score is less useful than a clear scenario that shows how ARR, retention, gross margin, and growth combine.

The goal is not to replace valuation judgement. It is to make the operating assumptions easier to inspect.