Sales were strong. Orders were steady. Customers expected fast fulfillment without hesitation. But inside the business, planners were spending hours each week wading through backorders and reviewing manual spreadsheets.
Bargreen Ellingson, a major foodservice distributor supplying restaurants, hospitality groups, healthcare systems, and institutional kitchens, had reached a turning point. Growth had introduced a level of complexity that manual processes could no longer manage effectively. Planners were spending more time correcting spreadsheets than forecasting demand. Growth across locations and suppliers drove more variability. However, visibility lagged behind.
The business tackled this head-on, with Netstock by their side, and successfully transformed their operations.
Bargreen’s story proves that AI inventory optimization delivers measurable ROI in the food and beverage industry. By implementing Netstock’s AI inventory management tools, the business shifted from reactive planning to proactive control, improving fill rates by 5% while reducing excess inventory by 2 million dollars
Key Takeaways
- AI inventory optimization enabled a complex food and beverage distributor to reduce excess inventory by $2M while improving fill rate by 5% for high-turn items.
- AI in the food and beverage industry helps suppliers serving restaurants and hospitality operators manage multi-location demand volatility.
- Netstock’s AI Opportunities™ surfaced high-impact, actionable recommendations that planners could implement immediately.
- Bargreen Ellingson’s experience shows that AI in hospitality supply chains strengthens distributor performance upstream, without increasing internal workload.
- Measurable ROI for Bargreen Ellingson included multi-million-dollar reductions in inventory holding, lower excess inventory costs, and greater operational confidence.
Why Bargreen Ellingson is the perfect AI case study
Bargreen Ellingson operates at a scale that exposes nearly every weakness in manual and decentralized planning.
The business manages:
- 25 warehouses and three large distribution centers across North America
- Thousands of SKUs across diverse product categories
- Cross-region operations
- Custom-heavy product mixes
- A broad supplier network
As a distributor serving businesses from coffee shops to restaurant chains, hospitality operators, healthcare facilities, and commercial kitchens, it faces constant variability. Demand patterns shift based on seasonality, promotions, and event-driven spikes.
Their business structure highlights exactly where AI in the food and beverage industry becomes critical; not in simple environments, but in complex ones where a lack of visibility directly translates into financial risk.
Bargreen’s size and operational complexity make it a high-value example of what AI inventory optimization can accomplish when applied correctly.
The challenge: When manual planning meets extreme complexity in the food and beverage industry
At first, the system worked. Spreadsheets. Manual reviews. Planners were able to manually tweak reorder points. It was manageable. But as SKU counts grew, customer orders increased to 40%, regional operations expanded, and friction increased. This created false positives in their system, which disrupted demand signals.
Other pain points included:
- Thousands of SKUs requiring constant oversight
- Spikey demand patterns
- Inventory imbalances between warehouses
- Limited visibility into potential stock-outs
- Excess inventory started to accumulate
The team was skilled, but the process wasn’t scalable. Without predictive insight, planners were forced to respond after problems surfaced. By the time stock-outs were visible, it was often too late. By the time excess inventory was obvious, capital was already tied up.
The organization needed a way to see risk earlier and act faster. Additionally, the solution needed to seamlessly integrate with their existing ERP. That’s where Netstock came in.
Why Netstock won: Custom logic, clear usability, and a real partnership
When evaluating supply and demand planning solutions, Bargreen was not looking for automation alone. They needed visibility to know where to focus and what to action.
Netstock was the right choice for three main reasons:
- The platform could apply custom policy overrides. Not every SKU behaves the same in the food and beverage industry. Some products require higher service levels. Others have longer lead times. Planning rules needed to reflect that nuance. Netstock’s software accounted for this by allowing Bargreen to embed its specific business logic directly into the system.
- The easy-to-use system interface. It was intuitive enough that all 25 warehouse managers could quickly become effective users of the system. Bargreen said, “Someone with no training can log in and do something useful.” In multi-location food and beverage businesses, accessibility drives adoption. A system that planners understand becomes a system they trust.
- Netstock’s partnership approach. As The Reorder Point reported, Bargreen “felt it was flexible and collaborative, not just a vendor dropping off software.” Netstock worked closely with Bargreen’s team to ensure a smooth onboarding and a practical handoff.
For organizations exploring supply and demand planning software or advanced AI inventory management tools, these distinctions matter.
The solution: How AI Opportunities became a second set of expert eyes
After onboarding, the true turning point came with AI Opportunities™.
Instead of forcing planners to comb through endless reports, AI Opportunities proactively scanned inventory data in real time and highlighted where attention was needed most.
It identified potential stock-outs before they impacted service and excess inventory building in specific locations. Then, it suggested real-time actions managers could take, like, “Hey, you should expedite this order or maybe transfer stock from warehouse B to A.”
In other words, the AI supported the business by analyzing inventory data and prompting users to take specific actions to prevent lost sales or cut down on excess stock.
While some of these recommendations still required local context, Bargreen noted that nearly half of the recommendations surfaced were immediately actionable.
AI Opportunities didn’t overwhelm planners with data. It helped managers prioritize decisions rather than get lost in the data. It accelerated response time.
AI inventory optimization worked as a second set of expert eyes, constantly scanning for risk and opportunity across thousands of SKUs. Planning shifted from reactive troubleshooting to focused execution, freeing warehouse managers to focus on improving other aspects of the business.
Results that speak for themselves: Quantifiable impact of AI inventory optimization
The transformation was measurable. Below is a snapshot of how AI in the food and beverage industry delivered tangible, repeatable results for Bargreen Ellingson after about two years:
| Key Performance Indicator (KPI): | Result: |
| Inventory holding | Dropped from $7.8M to $9.3M |
| Excess inventory | Lowered by $2M |
| Fill rates | Improved by 5% for high-turn items |
| Stock-out rates | Reduced by 2/3 of the previous rates |
These improvements strengthened both financial and operational performance.
Reduced excess inventory released working capital. Improved fill rates strengthened service reliability for restaurant and hospitality customers. Planning teams gained time to focus on strategic decisions instead of constant corrections.
The hidden win: AI unexpectedly improved team morale
There was another benefit numbers alone could not capture: AI improved team morale by completely shifting the day-to-day experience.
With Netstock on their side, managers had less stress from digging through backlogs of orders and wrestling with manual spreadsheets while the business’s bottom line was being impacted. Instead of constantly firefighting inventory problems, planners gained confidence in their decisions. Visibility reduced uncertainty, and recommendations provided clarity.
The system gave the team peace of mind. Managers reported feeling “more empowered and effective in their roles,” according to The Reorder Point. “There was a genuine sense of accomplishment.”
AI inventory optimization did not remove human expertise. It supported it. It allowed experienced planners to operate at a higher level without being buried in manual review.
Technology improved performance, but it also improved daily work life. That human impact is often the most overlooked return on investment, but Bargreen Ellingson’s experience shows that the right AI tool isn’t just about numbers. It’s about people, too.
More value to unlock: Bargreen’s expanding AI roadmap
The relationship hasn’t stopped after initial implementation.
As the business continues to grow, Bargreen is exploring additional capabilities within Netstock’s platform. With evolving supplier networks and expanding customer bases, complexity will only increase. Bargreen knows “there is a lot more value to unlock.”
Netstock’s ability to scale alongside food and beverage distributors reinforces long-term value.
AI inventory optimization is not a one-time improvement. It becomes an embedded advantage that evolves with the business.
What AI means for food & beverage suppliers serving restaurants and hospitality
Bargreen’s experience reflects a broader reality. Food and beverage distributors serving restaurant chains and hospitality groups face consistent challenges:
- SKU proliferation
- Custom-heavy product mixes
- Seasonal demand spikes
- Multi-location balancing
- Limited centralized visibility
AI in hospitality supply chains strengthens performance upstream at the distributor level.
The transferable lessons from Bargreen’s experience are clear:
- Proactive identification of stock-out risk prevents service breakdowns
- Controlled excess inventory improves working capital health
- Multi-location visibility enables smarter transfers
- Structured planning supports sustainable growth
- The right technology supports both customers and employees
Netstock makes AI in the food and beverage industry accessible
Netstock believes that AI in the restaurant and hospitality supply chain doesn’t have to be complex. To resolve common pain points and position SMBs for growth, Netstock provides:
- Multi-location inventory visibility
- Predictive inventory forecasting
- Opportunity Engine recommendations
- Policy flexibility
- Clear, intuitive dashboards
For food and beverage businesses supplying restaurants, hospitality groups, healthcare providers, and commercial kitchens, achieving scalable inventory planning is achievable with a true partner on their side.
