The conference line crackles to life. Hundreds of investors and key analysts lean forward as the CFO’s voice fills the silence.
“We’re disappointed to report Q3 results below our guidance. Revenue came in at $1.04 billion, down 5% versus expectations. Operating income declined 14%, missing our forecast by approximately $15 million. While we executed well on our internal initiatives, we experienced headwinds from several external factors that emerged faster than anticipated…”
The next fifteen minutes are careful choreography—explaining what happened, acknowledging the miss, outlining corrective actions for Q4. The phrase appears three times in various forms: “We didn’t see it coming.” “The timing caught us off guard.” “These developments emerged more quickly than our models anticipated.”
The stock drops 6% in after-hours trading. Not because the business is broken, but because credibility has been damaged. The board meeting next week will be uncomfortable. The investor relations team is already drafting the supplemental disclosure.
Every CFO knows this moment. Many have lived it. The question is: why does it keep happening?
The Uncomfortable Truth: The Signals Existed
Here’s what makes that earnings call particularly painful: In most cases, the disruptions that “came out of nowhere” didn’t actually emerge suddenly. The signals existed—in external signals like supplier announcements, regulatory filings, customer news, competitive moves, channel partner earnings, etc. They were visible as they unfolded, often weeks or even months before they materialized in the company’s tracked metrics.
The problem wasn’t that the disruptions were “surprises”. The problem was that they were undetected until it was too late to adjust the quarter. Consider three actual examples from 2025:
Brown-Forman’s Q3 Fiscal 2025: The spirits company reported net sales down 3% but operating income down 25%—a $93 million quarterly hit. CEO Lawson Whiting explained that Canada’s removal of American liquor from store shelves was “worse than a tariff” and that consumer downtrading accelerated faster than expected. Yet Canadian liquor control board procurement trends were shifting weeks earlier, and U.S. retailer point-of-sale data was showing pack-size mix changes throughout Q2. These external signals existed. They just weren’t being monitored in a way that quantified the impact on Q3 results.
Acushnet Holdings’ Vietnam Transition: The golf equipment manufacturer disclosed in Q4 2024 and Q1 2025 earnings that its footwear manufacturing move from China to Vietnam resulted in $18 million in restructuring costs and “logistical challenges” that pressured margins. Management characterized the issues as more complex than expected. Yet production throughput data at the new Vietnam facility, quality metrics, and distributor lead-time trends and other external signals were building throughout Q2 and Q3 2024. The friction was quantifiable months before it hit reported results.
Armstrong World Industries’ Q3 2025: The building materials company grew revenue 10% but operating income only 6%—a 400-basis-point gap that surprised investors. CFO Christopher Calzaretta attributed the margin compression to “elevated medical claims and incentive compensation.” These weren’t sudden events. Employee medical claims and incentive accruals were accumulating throughout Q2 and early Q3. Early visibility might have enabled mid-year plan adjustments or at least proactive guidance.
In each case, the executives weren’t negligent. They were operating with the tools available to them—internal dashboards, financial reports, customer feedback, periodic market studies. The issue is that those tools show you what’s already happened inside your organization. They don’t show you what’s emerging in the external world that will soon impact your inputs.
Why “We Didn’t See It Coming” No Longer Holds
There was a time when “we didn’t see it coming” was an acceptable explanation. Executives made decisions with limited external visibility, and boards understood that some disruptions were genuinely unforeseeable. That era of acceptance of surprise is ending.
Today, information exists in real-time. Supplier issues are appearing in trade publications, regulatory filings, and competitor earnings calls. Demand shifts show up in consumer sentiment surveys, retail traffic data, and channel partner results. Regulatory changes are telegraphed through government announcements and industry advocacy. Signals like these, and many others, are there.
This creates a new accountability standard. When a quarter is missed and the root cause traces back to an external disruption, boards and investors now ask three questions:
1. Were the signals available? (The awareness test)
2. Could we have quantified the impact? (The quantification test)
3. Did we have time to adjust? (The optionality test)
When all three answers are “yes,” the explanation shifts from “we didn’t see it coming” to “we didn’t look in the right places” or “we saw it but didn’t act.” That’s a fundamentally different conversation—one that challenges not external forces, but internal execution.
The Three Levels of Failure
Understanding where visibility breaks down helps explain why so many quarters miss despite signals existing:
Level 1: Awareness Gap
The disruption is happening, but you’re not monitoring the sources where it’s visible. Your planning tools track internal metrics (sales trends, cost variances, inventory turns), but external signals (supplier news, regulatory announcements, competitive moves) exist outside those systems. By the time the disruption appears in your data, weeks or months have passed.
Example: A manufacturer sources components from a Tier 2 supplier. That supplier announces capacity constraints in a trade publication six weeks before fulfillment issues begin affecting the manufacturer’s production schedule. The manufacturer’s procurement dashboard shows on-time delivery declining in Week 8, but the root cause was visible in Week 2.
Level 2: Quantification Gap
You see the signal (a news article, a competitor announcement, a regulatory filing), but you don’t know what it means for YOUR numbers. How much will this supplier issue affect YOUR Q3 COGS? How much will this competitive product launch erode YOUR market share? Without quantification, the signal is just noise—interesting but not actionable.
Example: A retail executive reads that a key vendor is raising prices due to tariffs. The article doesn’t specify the magnitude or timing. Without a way to translate “vendor raising prices” into “$2.3M Q3 gross margin impact,” the executive files it away as “something to watch” rather than “something to act on now.”
Level 3: Optionality Gap
You see the signal AND you quantify the impact, but you discover it too late. By the time your analysis concludes “this will cost us $5M in Q3,” it’s Week 10 of the quarter. There’s no time to mitigate—you can only prepare the explanation.
Example: A software company’s sales team reports in mid-quarter that a large enterprise customer is pausing purchases due to budget constraints. Finance runs the analysis and confirms a $3M revenue shortfall. But the customer’s budget challenges were visible in their publicly-traded parent company’s earnings commentary two months earlier. Had the signal been detected and quantified then, the sales team could have prioritized other prospects or adjusted Q3 expectations proactively.
The Question That Changes Everything
Go back to those three examples—Brown-Forman, Acushnet, Armstrong. Now ask:
What if the CFO had seen those disruptions emerging six to eight weeks earlier, with a quantified estimate of the impact on the quarter? Not a vague warning that “something might happen,” but specific intelligence: “Canadian procurement trends suggest $X million revenue at risk in Q3. Here’s the data.”
How would they have adjusted actions? Perhaps redirection of Canadian-destined inventory, accelerated promotional campaigns, or expedited technical support to the Vietnam facility to address production bottlenecks before they compounded.
Or perhaps the choice would be to stay the course but communicate proactively? Perhaps pre-announced a guidance adjustment, scenario-planned with the board, or prepared investor messaging before results surprised.
Either path—adjust or prepare—is better than discovering the problem after the quarter ends. Because when you see the plan impact of potential disruptions while there’s still time to decide, you’re managing TO your plan. When you discover them in arrears, you’re managing to excuses.
This Is Solvable
The frustrating reality is that the input visibility gap is solvable. Quite often the signals exist. The tools to monitor thousands of external data sources, identify which correlate with your specific inputs, and quantify impact are now, finally becoming available. The lag between “it’s happening in the world” and “you see it in your dashboard” can be closed.
The question is no longer whether early visibility is possible. The question is whether you’re prioritizing it—before the next earnings call where you have to explain why you didn’t see it coming.
________________________________________
In our next post, we’ll explore why this visibility gap exists in the first place—and why traditional planning tools, no matter how sophisticated, are structurally unable to close it.
________________________________________
What disruptions are building toward your next quarter right now? If you’re relying solely on internal metrics to find out, you’ll discover them the same way every CFO does: when the quarter ends and the results confirm you missed.