The ones at the top of this list get all the attention. The ones at the bottom happen a hundred times more often. Not one of the three leaves a paper trail.
Every one of these made somebody's forecast wrong the day it landed. None of them lived in a database first. They arrived as supplier emails, news alerts and port notices, weeks before they showed up in anyone's sales history.
of Australian industrial businesses were actively disrupted at the 2022 peak.
Australian Industry Group
were still disrupted in Q3 2025 — and the number was rising, not falling.
Australian Industry Group
shocks running simultaneously at the worst point. They don't queue politely. They compound.
RabbitHawk supply chain analysis
The pattern isn't that disruption happens. It's that it never stops happening. Linear planning ("next year looks like this year, plus growth") fails catastrophically against non-linear shocks. The businesses that came through best weren't the ones with the most accurate original forecast. They were the ones who recalibrated fastest. They saw the disruption early, understood its specific impact, and changed the plan before it was too late.
That's the case for a living forecast in one sentence. The next disruption is already forming, and the winners will be decided by time-to-change, not accuracy-at-birth. Read the full analysis →
Zoom in on any single month of that chart — any month, any year — and this is what was really happening inside the business. Not a shock. Just the forecast being rewritten, meeting by meeting, until nobody can remember what the first number was or why it moved.
Illustrative, not a statistic. Nobody measures this, so we're not going to invent a number for it. You already know what your month looks like. Every one of those versions was somebody's judgment, and not one of them left a receipt.