Cash Forecasting With Multiple Scenarios: A CFO's Approach

Cash Forecasting With Multiple Scenarios: A CFO's Approach

Douglas Schiller
April 10, 2026
Finance

One number is a guess; a range is a plan

The mistake I see most often is a single-point cash forecast presented as fact. Investors and boards don't believe it — and they shouldn't. What they trust is a model that shows the range of outcomes and the levers that move between them.

Building a useful model

  • Base, upside, downside — each tied to explicit assumptions, not optimism levels
  • Driver-based so you can flex revenue, churn, and hiring independently
  • Weekly cash at the line level, not monthly aggregates
  • Trigger dates — the specific runway milestones that force a decision

What it buys you

A good scenario model lets you walk into a board meeting and say: here is what we do if the September round slips. That single sentence is worth more than any spreadsheet formula.

Doug Schiller

Founder of MatchData.AI and Interim CFO at several tech companies. Columbia University MBA with deep expertise in finance, operations, and technology.

© 2026 Douglas Schiller. All rights reserved.