Demand Volatility in Food & Beverage Isn’t a Problem to Solve. It’s a Condition to Manage.
Let me tell you about a conversation I had with a VP of Operations at a mid-size food manufacturer not long ago. They had just come off a brutal quarter — excess inventory on two SKUs, stockouts on three others, and a line that ran four days of overtime to chase a demand spike they didn’t see coming until it was too late. When I asked him what the root cause was, he said: “We just can’t predict what customers are going to do anymore.”
He wasn’t wrong. But he was asking the wrong question.
The goal isn’t to predict perfectly. The goal is to respond profitably.
The Real Cost Nobody Talks About
Demand volatility in food and beverage sectors isn’t new, but it’s getting worse. Promotional swings, retailer delistings, private label disruption, post-COVID consumption shifts — the signal-to-noise ratio in most demand planning environments today is tough. And most manufacturers are trying to manage it with the same spreadsheet-and-gut-feel approach they’ve used for 20 years.
The financial bleed is real and well-documented. Carrying excess inventory ties up working capital — for a $500M food manufacturer, a 20% inventory reduction can free up $15–25M in cash. A single stockout on a key SKU can cost 3–5% of that product’s annual revenue in lost sales and expediting costs. According to a 2026 F&B supply chain trends study, 52% of organizations cite demand unpredictability as a critical gap and 44% report excess inventory directly attacking margins. Out-of-stock events have cost F&B manufacturers as much as 7.4% of total annual revenue in a single fiscal year — and that doesn’t count the customer loyalty damage.
We saw this dynamic firsthand with a food service packaging firm TBM worked with — 39 plants, eight distribution centers, forecast accuracy stuck at 55%, and two to three months of inventory sitting in the system. Production was driven by machine utilization, not customer demand. Every function was busy. Nothing was working.
Data Doesn’t Fix the Problem. A System Does.
Here’s where a lot of companies go wrong. They invest in better data — analytics dashboards and more sophisticated forecasting software — and then wonder why nothing changes on the floor or in their P&L. The data improves. The problem doesn’t.
What turns demand visibility into financial outcomes is a management system that connects the signal to the decision — consistently, at every level of the organization. That means a daily management system that puts real-time demand and supply data in front of the right people at the right cadence, so the response to a demand shift isn’t a hallway conversation on Thursday — it’s a structured decision made Monday morning with the right information in hand.
The above referenced packaging client is a good example. The company was operating in silos, but the deeper issue was a fundamental break in flow — production, planning, and distribution each running on their own logic. TBM’s recommendation wasn’t more dashboards. It was cross-facility, value stream accountability for end-to-end flow, with the entire information, production, and replenishment system redesigned around real demand signals. The result: $1 million in inventory reduction, forecast accuracy improved from 55% to 75%, and $500K in transportation cost savings — not from a technology upgrade, but from finally getting production, planning, and sales aligned to a single source of demand truth.
In nearly every engagement, the information already exists somewhere in the business. The breakdown is in how it moves — or doesn’t — from the system to the supervisor to the scheduler to the floor. Fixing that flow is the foundation. Sustaining it at scale requires something more.
The Intersection of Data, Discipline and Digital
That’s where digital tools enter the picture — not as the solution, but as the amplifier. TBM’s Digital Solutions approach is built on a simple principle: deep operational expertise first, digital tools second. The goal isn’t to automate chaos. It’s to accelerate what’s already working.
In practice, that means three areas. First, visibility — tools like PowerHour and Power BI give leaders a real-time picture of what’s happening on the line relative to plan, so demand shifts surface immediately — not in a monthly review. Second, execution — TBM’s Digital Management System powered by iObeya digitizes the daily management cadence with standardized routines, visual boards, and integrated performance tracking. Third, analysis — AI and machine learning that move beyond reporting and into prediction, so teams know not just what happened, but where to act next. demand volatility management food and beverage
The manufacturers I see getting this right aren’t choosing between process improvement and digital investment — they’re sequencing them correctly. Stabilize the flow. Build the discipline. Then let the digital tools amplify the gains. That sequence isn’t a limitation. It’s the competitive advantage.
Three Questions Every Operations or Supply Chain Leader Should Ask
If you’re a VP of Operations or Supply Chain in food and beverage, here’s how I’d challenge you to think about this:
- When demand shifts by 15% on a key SKU, how long does it take your organization to respond — and what does the delay cost you in labor, inventory, or service levels?
- Do your frontline leaders and schedulers have access to real-time demand and production data, or are they making decisions based on last week’s report?
- If you freed up $10M in working capital by tightening inventory turns, what would you do with it — and what is it costing you to leave it sitting there?
The companies getting those answers right aren’t the ones with the fanciest technology stack. They’re the ones who’ve connected data to discipline — and discipline to financial results. That’s the game. And it’s very much winnable. demand volatility management food and beverage
