From Data to Decisions: How a Dairy Company in Colombia Rethought Its Network — and Got a 6% Profit Boost

Smarter Decisions Without Big Investments: A Colombian Dairy Company Case Study

You don’t need to wait for things to break before you improve them. That was the thinking behind a recent project with one of Colombia’s leading dairy companies. Their supply and distribution network worked just fine — but when a key milk supply contract was about to expire, they saw a chance to do better.

So they teamed up with Factible Tools to take a closer look. The outcome? A 6% increase in operational profit, without major investments. Just smarter decisions, backed by data.

Why rethink a network that’s already working?

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The company had a solid team and well-developed Excel tools. But with the Yarumal milk supply contract nearing its end, some important questions came up:
  • Is this still the most efficient setup?
  • Could we serve the market at a lower cost?
  • Are there better sourcing or production options now?
The contract’s expiration created a window to test ideas, explore alternatives, and see if the network could be simplified or improved.

The six steps we followed

At Factible Tools, we have a simple approach for this kind of project. It’s structured enough to cover what matters, but lean enough to avoid wasting time. Here's how we did it:

  1. Understand the business and set the scope: We looked at operations, market conditions, and key constraints. The goal wasn’t to model every detail — just the ones that drive results.
  2. Get the data in: All the relevant information — locations, capacities, costs, constraints — went into a structured Excel file, then loaded into our cloud platform.
  3. Validate the current setup: We built a model of how things work today (2024 setup), to use as a reference when comparing other options.
  4. Look for quick wins: We loosened a few constraints — like expiring contracts — and asked the model where short-term gains might be hiding.
  5. Explore bigger changes: Then we simulated what-if scenarios, like adding a new distribution center, to see if a different network design would help.
  6. Compare and decide: We compared all the scenarios side by side. No guesswork — just clear numbers to support the final decision.

What came out of it

The results spoke for themselves:

  • +3.75% profit by simply optimizing raw milk flows — no structural changes.
  • +2.43% more by adding a new distribution center in Valledupar.
  • Over 6% increase in operational profit, with no major investment.
All of this was done with a tool that’s easy to use, even when the questions are complex. The team could load data, explore scenarios, and make confident decisions — without needing a full-time analyst on standby.

A final thought: Model before you move

This project is a good reminder that you don’t always need big investments to make big improvements. What you do need is a clear way to explore your options.
With the right tool, you can simulate, compare, and decide — all before committing time or money. That’s what Factible Tools delivered: a smarter way to move forward.

Evaluate, compare, and optimize your supply chain — all before making a move.
Do it with Factible Tools.