Forecasting Without the Fiction

Most forecasts in privately held businesses are Excel files that were built in a hurry, updated once, and never reconciled to actuals. They're not really forecasts. They're educated guesses formatted to look like forecasts. The dangerous version is the one the owner starts to believe.

In a manufacturer with long project cycles and swinging input costs, the forecasting problem is that the base is moving underneath you. A copper price shifts. A shipping window slides. A large order comes in with different specs than the sales team promised. The twelve-month cash forecast that was built off January's assumptions is describing a business that no longer exists by March. If nobody rebuilds it as reality changes, the owner is running the year off a narrative rather than a plan.

In hospitality, forecasting is really cash forecasting dressed up. Occupancy varies with events, weather, geopolitics, the strength of the source-market currency. Debt service is fixed. CapEx is lumpy. Payroll steps up for the season and doesn't step down cleanly. Most groups can tell you what next month looks like, roughly. Very few can tell you honestly what next quarter's cash position looks like under conditions that are actually possible, not just the ones the budget assumed.

Good forecasting is not about being right. It's about being useful. Useful forecasting is anchored to reality (this month's actuals feed next month's projection automatically, not through a manual re-key), calibrated (we know how wrong last month's forecast was and we build that back into this month's confidence), and honest about assumptions (the specific things that would have to be true for this number to hold).

We build the forecasting layer on top of a foundation that already agrees with itself, which is why it takes real work to get there. Once the base numbers are trustworthy, projecting them forward becomes a decision-support tool the owner can actually use to price a job, size a facility, plan a hire, or have a real conversation with a bank. Before the base is trustworthy, forecasting is just a nicer-looking version of guessing.

Forecasting is only as good as the actuals under it. That's why we start under the surface, and get to the projection last.

If your business is making decisions off a forward number that nobody quite trusts, that's a half-hour conversation.