Build the Driver Tree First

Principle: Start with causes before totals. Driver A driver is an input with a believable causal link to a financial result. Good drivers are observable, owned by a team, and updateable when conditions change. Leads, conversion, headcount, utilization, price, churn, and payment timing are drivers. Revenue growth is usually an output. Scenario Once the tree exists, scenarios become disciplined. The downside case does not randomly reduce every line by 10 percent. It changes the drivers most likely to move under pressure, such as lower close rate and slower collections. Rolling Forecast A rolling forecast keeps the same driver logic but…

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