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Pekka Aarnisalo, CEO and co-founder of STE Analytics.
Pekka Aarnisalo
19.12.2025

Christmas at Korvatunturi: a system dynamics story

Every December, Santa Claus faces one of the most complex operational challenges in the world. In just a few weeks, millions of gifts must be designed, produced, quality-checked, packed, routed, loaded and delivered. All of this has to work perfectly once a year, with no second chances. At Korvatunturi, systems thinking is not a luxury. It is survival. 

Santa knows that the biggest problems rarely come from a single elf working too slowly or one reindeer having a bad day. The real challenges come from structures. Bottlenecks in toy production, delays in information, feedback loops between demand forecasts and workshop capacity, and well-intended decisions that create unintended consequences.

When orders surge earlier than expected, elves work overtime. That increases fatigue, which slows production and creates even more pressure. A classic reinforcing loop.

When sleigh loading is optimized locally, delivery routes become globally inefficient. Another familiar pattern.

Engineering a calmer Christmas

If Santa were to use system dynamics, he would not start by blaming elves or pushing reindeer harder. He would map the system.

  • Where are the real capacity constraints?
  • Which delays amplify stress?
  • Which feedback loops drive last-minute chaos?
  • And where could a small structural change make Christmas calmer for everyone?

System dynamics allows Santa to identify the specific points in the system where a small shift in policy or structure can create a large, sustainable improvement in the holiday workflow.

  • Maybe a modest buffer in toy inventory.
  • Maybe earlier signals from the Nice List.
  • Maybe pacing production instead of reacting to peaks.

Because the magic of Christmas, just like the success of organisations, does not come from heroic last-minute effort.

It comes from understanding how the system behaves over time.

At STE Analytics, we like to think that Santa is the world’s most experienced system thinker. After all, he has been running the same complex, global system successfully for centuries.

We wish all our customers, partners and friends a peaceful Christmas, smooth feedback loops, manageable delays, and a joyful New Year.

Warm holiday wishes,

STE Analytics

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