It’s getting dark earlier outside. The first cup of mulled wine is ready. In offices—or home offices—not only are the screens lit up, but so are the fairy lights. Christmas is just around the corner. When we think of Santa Claus, we often picture a cozy workshop at the North Pole where elves are busy making toys and wrapping presents. Have you ever considered the enormous amount of requirements engineering that goes into this?
When Wish Lists become Backlogs
When you look at Santa Claus’s daily routine, it’s hardly surprising how similar it is to that of a modern project team. Year after year, he receives an overwhelming number of wish lists that arrive as unstructured requirements of varying quality. Some are clearly formulated, while others leave room for interpretation. Of course, there are also last-minute wishes that arrive as spontaneous change requests shortly before December 24. Without a functioning system, this flood would be almost impossible to manage.
Prioritizing like Santa: Value instead of Desired Price
First, the wishes must be understood, sorted, and clarified. Santa Claus knows that a vague request such as “something cool” is well-intentioned but not feasible yet. This is precisely where requirements engineering begins. Requirements must be complete, unambiguous, and comprehensible so they can be correctly implemented later on.
Christmas Elves as Cross-Functional Teams with a Clear Mission
In the Christmas workshop, the elves work in various disciplines, such as wooden toys, electronics, stuffed animals, and packaging. Each group contributes specific skills, but high-quality gifts can only be created when everyone works closely together. The elves continuously coordinate, solve problems together, and take responsibility for the final product. Santa Claus merely sets the direction.
This makes his team a prime example of cross-functional work, which has long been standard in modern development projects.
How Could Generative AI Help Santa Claus Today?
Now, imagine that Santa Claus had access to a modern “Christmas magic” tool powered by AI. He would no longer have to painstakingly work his way through every handwritten wish list. Instead, he could use the tool to derive structured requirements and test cases.
What used to be pure Christmas magic is now real added value for project teams. Generative AI supports teams by taking over routine tasks and freeing up time for creative and strategic activities.
Quality Assurance Between Glitter Paper and Snowstorms
While the elves are making gifts, AI could automatically generate functional test cases for the toys and highlight potential risks early on. For instance, if the supply of wood is limited, AI could suggest hiring more elves for procurement. These measures allow Santa Claus and his team to take timely countermeasures. Nowadays, this has less to do with magic and is possible at any time with objective RPM.
Add a Touch of Christmas Magic to Your Projects
Once the requirements are clearly defined, the backlog is neatly structured, and everyone on the team knows what to do, there is time for the essentials. It’s time to sit back, enjoy a steaming cup of cocoa, and admire the lights on the tree.
At microTOOL, we understand that software development and project management can be challenging, especially at the end of the year. However, with the right structure, chaos turns into a plan, and the plan turns into a successful release.
We wish you, your families, and your teams a Merry Christmas, relaxing holidays, and a successful start to the new year!
Warm regards from Berlin,
Your microTOOL Team

