All work

Competencies: Cost Analysis Commercial Judgment Pilot Economics

DULDAM

The waste shows up in the bin. The cost was already on the books.

With my team at the Korea University startup club, I co-developed a B2B model for institutional caterers that treats food waste as an operating cost they can control, rather than only as an environmental problem.

Instead of asking a client to bet on an untested idea, we designed a four-week pilot at about KRW 300,000 per site, small enough to say yes to and built to make any saving measurable.

7
Institutional catering companies approached
3
Companies implementing the model now, pilots still running
KRW 300,000
Approximate pilot budget per site
4 weeks
From baseline to a before-and-after comparison
  • 3 Active Implementations
  • Team Project
Role
Co-developed the business model
Ownership
Team project
Context
KUS Startup Club, Korea University
When
2026 – present

A cost hiding in plain sight

By the time a plate of food is thrown away, the caterer has already paid for it: the ingredients, the labour to cook them and the energy to keep them hot. Throwing it away adds a second bill, for collection and disposal. Neither shows up on the books as "waste". Both sit quietly inside food cost and overheads, where they are easy to accept as normal.

Our business overview puts a size on it. A 1,000-diner cafeteria leaving 120g per diner produces about 30 tonnes of food waste a year, and KRW 5.4–7.8 million in disposal costs alone, before counting the food itself. Industry research cited in the same document, covering 86 catering sites, found that sites which reduced food waste cut their food cost by more than 5% on average.

Making the first decision easier

Seeing a cost is not the same as being willing to fix it. A caterer runs a cafeteria every day under contract, and any change to the serving line puts service, staff and the client relationship at risk. The real question was what would make a cautious operator agree to try something at all.

So the pilot was designed around that hesitation. It costs about KRW 300,000 per site, needs no new equipment, runs inside the existing operation for four weeks, and ends with a before-and-after comparison taken from the client's own cafeteria. If it works, the evidence is theirs. If it doesn't, they have spent very little finding out.

Four weeks, from baseline to evidence

Each pilot starts by measuring the cafeteria exactly as it is, so that any later change has something honest to be compared with.

The pilot, week by week
  1. Week 1BaselineMeasure current plate waste
  2. Week 2InterveneRedesign the serving flow and add the nudge
  3. Week 3MonitorTrack waste and diner response
  4. Week 4EvaluateCompare with the baseline and estimate the impact

Source: DULDAM business overview, p.5, pilot model.

The comparison at the end is designed to give the caterer three things to act on: how much waste fell, what that means for food and disposal cost, and how diners responded.

Small operational changes, measurable commercial implications

Neither change needs new equipment. The first moves rice later in the serving line, so diners see the whole meal before deciding how much staple food to take. The second rewrites a single sign: instead of "Please don't leave food", it says "You can always come back for more", which is meant to make a smaller first serving feel safe.

Both changes cost so little that most of the pilot's budget goes into measuring them. Whether they reduce waste at a particular site is exactly what the four weeks are there to find out.

Rice moves later in the lineDiners see the whole meal before choosing how much staple food to take, and the sign at the end makes a smaller first serving feel safe.
  1. 1Side dishes
  2. 2Main
  3. 3RiceNow third
  4. 4Soup

You can always come back for more

Source: DULDAM business overview, p.5, service-line redesign and positive refill nudge.

Where it stands

Completed
  • Researched food waste in institutional catering, starting in the ESG Management Team of the Korea University Law & Policy Society
  • Built the pilot model: service-line redesign, a positive refill nudge, and a four-week baseline-to-evaluation cycle
  • Presented the model to 7 institutional catering companies
In progress
  • 3 companies are implementing the model
  • Before-and-after measurement at the implementing sites
Next
  • Test an open-source AI camera and scales for logging waste, keeping manual checks where accuracy falls short
  • Final operator-facing business proposal by 26 December 2026
Seven approached, three implementingThe model went to seven institutional catering companies. Three are implementing it now, and their pilots are still running.

ImplementingProposed

Ingredient utilisation, as reported in the business overview

Before70%
After92%

and 73% fewer discarded ingredients

Source: DULDAM business overview, p.7, traction and ingredient utilisation.

The strongest business case is rarely the one with the biggest number on its last slide. It is the one that makes finding out cheap enough for a cautious client to say yes.

My role

I co-developed the business model with my team: where the caterer's cost really sits, what holds a cautious client back, and how a short, low-cost pilot could lead to an ongoing service.

Skills used

Cost analysis, Commercial judgment, Pilot design, B2B proposition