Startup financial models built for clarity

A startup model is most useful when it is driver-based, explainable, and easy to update. We structure assumptions and scenarios so teams can discuss runway, growth, and capacity with shared definitions.

Service overview

We build a startup model that connects revenue drivers, operating spend, and cash timing. The focus is decision support: assumptions, scenarios, and an update workflow that stays maintainable.

Drivers

Inputs tied to volume, pricing, conversion, and churn (as applicable).

Runway

Cash timing view and scenario sensitivity.

Maintainability

Documented assumptions and a repeatable update cadence.

Common problems solved

  • Models are fragile and hard to update as the business evolves
  • Assumptions aren’t documented, so scenarios aren’t comparable
  • Runway discussions lack a consistent cash timing view
  • Key drivers aren’t linked to operating decisions

What implementation includes

Model build

  • Driver-based revenue and expense structure
  • Assumptions table with owners, ranges, and notes
  • Scenario views for decision points

Handoff + workflow

  • Documentation of definitions and timing assumptions
  • Update checklist and versioning approach
  • Review template for explaining changes

Typical outcomes

Clear scenarios

Comparable views across assumptions.

Better alignment

Ops and finance discuss the same drivers.

More maintainable

Documentation supports delegation and updates.

Decision-support and unlicensed services

This engagement focuses on modeling and explanation for internal planning. We explain and model; we do not provide tax, legal, audit/assurance, or investment advice, and we do not recommend regulated actions.