Use the forecast to learn

Growth · Little Light original

When a forecast misses, the conversation can become a search for protection. The assumptions are explained as though accuracy were a character test, and the team spends more time defending the old number than understanding the new reality. A tool meant to guide decisions becomes a record everyone is afraid to revisit. Return to what the forecast believed. Which volume, timing, price, or behaviour moved differently? Was the signal unavailable, ignored, or given too little weight? Keep the explanation factual enough that people can examine it without needing a villain. The purpose is not to make every future estimate perfect. It is to improve how uncertainty is noticed and discussed. A useful forecast does more than predict. It leaves a trail between expectation and outcome. Follow that trail with curiosity and precision. The missed number has already cost something; do not waste the information it can still give you.

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