Solution and Results
StreamLine in Action
StreamLine replaces fragmented manual workflows with a five-step, AI-powered production loop that works up to 10x faster than legacy systems.
1
A cook places a tray of prepared, carryover, or wasted food on a countertop smart scale and records the item with a single touchscreen tap.
2
A connected camera captures a photo of the tray, creating an auditable visual record.
3
StreamLine’s AI models automatically match the tray to the correct NetMenu item and its associated cost via direct integration with Illumia’s menu management system.
4
Data flows into the StreamLine dashboard. Orbit, StreamLine’s AI assistant, generates data-backed prep volumes for upcoming menus and determines where existing NetMenu forecasts are least aligned with demand.
5
In the StreamLine dashboard and via email, chefs get regular performance summaries and can see their biggest budget drains, enabling targeted interventions at the station and item level.
First-Year (2024–2025) Results with StreamLine
Statistics reflect just over the first full calendar year of StreamLine use (July 2024–September 2025)
ROI from food cost savings
reduction in food waste
recorded food waste
Real-World Impact: From Data to Action
StreamLine’s value is most obvious in the specific stories that emerged from Vanderbilt’s kitchens. Here are two of the most notable.
- The Mongolian Rice Noodle Problem
StreamLine revealed that Mongolian rice noodles were consistently among the top waste offenders. The sous chef and station lead used this data to adjust the next production cycle’s forecast, addressing the root problem instead of just tracking the outcome.
- Summer As a Testing Ground
Launching StreamLine at two Vanderbilt kitchens in July 2024 gave their team a low-stakes period to refine workflows before the back-to-school rush. By October 2025, they were operating at full efficiency.
Where Vanderbilt is Today
After almost two years of regular StreamLine use, the system is now central to how Vanderbilt’s kitchens plan, operate, and improve.
Seven Kitchens Fully Deployed
StreamLine is active across all seven of Vanderbilt’s residential dining kitchens, making it a campus-wide standard rather than a pilot.
Expanded Beyond Waste Tracking
Vanderbilt tracks prepared and carryover food in addition to waste, giving chefs a complete production picture for the first time. This “full loop” view reveals the “why” behind waste patterns, not just the “what.”
950K Pounds of Food Recorded
Vanderbilt has recorded 950,000 pounds of food (prepared, carryover, waste), showing teams exactly what’s happening on the line.
Menu Design Informed by Data
With accurate production data and AI-powered forecasts, chefs can design menus that proactively optimize CPM and spend more energy on meals diners love instead of logistical guesswork.
Instant Insights with Orbit
Vanderbilt Sustainability Coordinator Suzanne Herron used Orbit 225+ times in three months to review menu item performance and waste trends.
Team Culture Transformed
Cooks adopted StreamLine quickly because it reduces burden instead of adding it. The system’s speed and simplicity mean they stay focused on food while data flows automatically to leadership.
ll
The new StreamLine AI tools are invaluable. When I think of how much waste we could eliminate just by looking at the menu item insights, it is stunning.
Suzanne Herron Sustainability Coordinator, Vanderbilt University Dining
Learn more about StreamLine here. | Reach out to sales@topanga.io to set up a demo.
© 2026 Illumia, LLC. All Rights Reserved.