topic Juletip #17: From Naughty or Nice to Data-Driven Precision: Santa’s AI-Powered Christmas! in SAS Community Nordic https://communities.sas.com/t5/SAS-Community-Nordic/Juletip-17-From-Naughty-or-Nice-to-Data-Driven-Precision-Santa-s/m-p/980891#M527 <P><SPAN><!--ScriptorStartFragment--></SPAN></P> <DIV class="scriptor-paragraph"><SPAN>Every Christmas, Santa faces a monumental challenge: deciding who’s been naughty or nice among </SPAN><SPAN>2.2 billion children worldwide</SPAN><SPAN>. That’s not just a list - it’s a&nbsp; whole data problem of epic proportions. Without the right decision engine, this task would be nearly impossible.</SPAN></DIV> <DIV class="scriptor-paragraph"><BR />So what is Santa's secret to delivering real time data-driven decisions? This is where Intelligent Decisioning comes in handy!<BR /><BR /></DIV> <DIV class="scriptor-paragraph"><SPAN>By utilizing the power of data-driven decisions in real time, it makes this huge task a whole lot easier. For Santa and his helpers, that means:<BR /><BR /></SPAN></DIV> <UL class=""> <LI class="scriptor-listItemlist!list-472b85b3-474a-4930-89e0-748a09f5388d0"><STRONG>Setting Clear Rules</STRONG><SPAN><STRONG>:</STRONG> Start with business rules like </SPAN><SPAN>“If chores completed ≥ 80%, mark as nice.”</SPAN><SPAN> These rules ensure fairness and consistency.<BR /><BR /></SPAN></LI> <LI class="scriptor-listItemlist!list-472b85b3-474a-4930-89e0-748a09f5388d0"><STRONG>Add Predictive Analytics</STRONG><SPAN><STRONG>:</STRONG> Use historical data (past behavior, gift satisfaction) to predict future actions. A machine learning model could score the likelihood of a child staying nice.<BR /><BR /></SPAN></LI> <LI class="scriptor-listItemlist!list-472b85b3-474a-4930-89e0-748a09f5388d0"><SPAN><STRONG>Real-Time Updates:</STRONG> When Santa gets new data - like a last-minute tantrum - Intelligent Decisioning updates the score instantly, recommends the best action, and even updates his live Santa Tracker app with an optimized delivery route thanks to SCR!<BR /><BR /></SPAN></LI> <LI class="scriptor-listItemlist!list-472b85b3-474a-4930-89e0-748a09f5388d0"><STRONG>Personalized Actions</STRONG><SPAN><STRONG>:</STRONG> Instead of a simple naughty/nice label, Santa can tailor gifts based on predicted happiness and effort, making Christmas magical and fair.</SPAN></LI> </UL> <DIV class="scriptor-paragraph"><SPAN>Bottom line:</SPAN><SPAN><SPAN> Intelligent Decisioning helps Santa make smarter, faster, and fairer choices - and it can do the same for businesses managing customer interactions, risk, or operations.<BR /><BR />Merry Christmas&nbsp;</SPAN></SPAN><SPAN><span class="lia-unicode-emoji" title=":santa_claus:">🎅</span></SPAN><SPAN>!</SPAN></DIV> <P><LI-WRAPPER></LI-WRAPPER></P> Wed, 17 Dec 2025 08:09:49 GMT mikkelbrix 2025-12-17T08:09:49Z Juletip #17: From Naughty or Nice to Data-Driven Precision: Santa’s AI-Powered Christmas! https://communities.sas.com/t5/SAS-Community-Nordic/Juletip-17-From-Naughty-or-Nice-to-Data-Driven-Precision-Santa-s/m-p/980891#M527 <P><SPAN><!--ScriptorStartFragment--></SPAN></P> <DIV class="scriptor-paragraph"><SPAN>Every Christmas, Santa faces a monumental challenge: deciding who’s been naughty or nice among </SPAN><SPAN>2.2 billion children worldwide</SPAN><SPAN>. That’s not just a list - it’s a&nbsp; whole data problem of epic proportions. Without the right decision engine, this task would be nearly impossible.</SPAN></DIV> <DIV class="scriptor-paragraph"><BR />So what is Santa's secret to delivering real time data-driven decisions? This is where Intelligent Decisioning comes in handy!<BR /><BR /></DIV> <DIV class="scriptor-paragraph"><SPAN>By utilizing the power of data-driven decisions in real time, it makes this huge task a whole lot easier. For Santa and his helpers, that means:<BR /><BR /></SPAN></DIV> <UL class=""> <LI class="scriptor-listItemlist!list-472b85b3-474a-4930-89e0-748a09f5388d0"><STRONG>Setting Clear Rules</STRONG><SPAN><STRONG>:</STRONG> Start with business rules like </SPAN><SPAN>“If chores completed ≥ 80%, mark as nice.”</SPAN><SPAN> These rules ensure fairness and consistency.<BR /><BR /></SPAN></LI> <LI class="scriptor-listItemlist!list-472b85b3-474a-4930-89e0-748a09f5388d0"><STRONG>Add Predictive Analytics</STRONG><SPAN><STRONG>:</STRONG> Use historical data (past behavior, gift satisfaction) to predict future actions. A machine learning model could score the likelihood of a child staying nice.<BR /><BR /></SPAN></LI> <LI class="scriptor-listItemlist!list-472b85b3-474a-4930-89e0-748a09f5388d0"><SPAN><STRONG>Real-Time Updates:</STRONG> When Santa gets new data - like a last-minute tantrum - Intelligent Decisioning updates the score instantly, recommends the best action, and even updates his live Santa Tracker app with an optimized delivery route thanks to SCR!<BR /><BR /></SPAN></LI> <LI class="scriptor-listItemlist!list-472b85b3-474a-4930-89e0-748a09f5388d0"><STRONG>Personalized Actions</STRONG><SPAN><STRONG>:</STRONG> Instead of a simple naughty/nice label, Santa can tailor gifts based on predicted happiness and effort, making Christmas magical and fair.</SPAN></LI> </UL> <DIV class="scriptor-paragraph"><SPAN>Bottom line:</SPAN><SPAN><SPAN> Intelligent Decisioning helps Santa make smarter, faster, and fairer choices - and it can do the same for businesses managing customer interactions, risk, or operations.<BR /><BR />Merry Christmas&nbsp;</SPAN></SPAN><SPAN><span class="lia-unicode-emoji" title=":santa_claus:">🎅</span></SPAN><SPAN>!</SPAN></DIV> <P><LI-WRAPPER></LI-WRAPPER></P> Wed, 17 Dec 2025 08:09:49 GMT https://communities.sas.com/t5/SAS-Community-Nordic/Juletip-17-From-Naughty-or-Nice-to-Data-Driven-Precision-Santa-s/m-p/980891#M527 mikkelbrix 2025-12-17T08:09:49Z