The New Rules of Resilience: Data-Driven Supply Chains in a Volatile World

CGT: How can consumer goods companies use forecasting and demand planning tools to better prepare for volatility, such as seasonal spikes or shifts in consumer behavior?

Minnick: Volatility is a given; what matters is how you prepare. AI-enabled forecasting tools can analyze historical trends, external signals and real-time inputs to anticipate demand shifts. Holidays and promotions, for example, drive predictable surges. The key is aligning labor and inventory ahead of those spikes using predictive models.

We help brands scale labor without overhiring by using flexible models like gig platforms. Advanced automation stabilizes throughput and reduces manual processes. Autonomous forklifts, robotic pallet handling and goods-to-person systems support high-volume operations with speed and precision, advancing low-touch, automated “dark warehouse” environments.

Combined with proximity strategies such as co-locating warehousing near manufacturing, brands can respond faster and reduce risk.

With our customers, GXO IQ boosts agility by applying smart algorithms informed by real-time and historical data. Predictive forecasting helps brands anticipate demand shifts and align resources. In dedicated operations where speed and accuracy are paramount, this intelligence supports proactive planning and rapid response.

CGT: In the push for greater supply chain resilience, how should consumer goods companies balance the need for efficiency with the need for flexibility and redundancy?

Minnick: Balancing efficiency and resilience is one of the toughest supply chain challenges. The key is recognizing that not all products or operations require the same approach. For stable product lines, optimize for efficiency. 

For new launches, seasonal demand or volatile markets, flexibility is key. That might mean modular automation, strategic facility placement or short-term manual solutions. For example, we often deploy sites near customer manufacturing to enable faster response times and reduce production risk. 

Simplicity in design often trumps hyper-efficiency, especially when frontline teams must adapt quickly. If a process is too complex, it becomes a liability during peak periods or disruptions. In those moments, agility is the differentiator when expectations are high and flawless execution is non-negotiable.

We encourage our partners to think long-term, investing in systems and infrastructure that flex with the business, not just optimize for today’s cost per unit. The future belongs to those who can adapt with speed, precision and purpose. 

At GXO, we help brands build that future through every decision, every data point and every delivery.