Engineering Machine - not video gaming selection

Hello experts, I'm looking to build an engineering and geospatial information processing machine.  It needs to process tens of millions of records every night.  Right now, I'm running a i7 4GHz, 4 core machine, 16 GB RAM and it takes 2 hours to run each night.  I need to be able to process 10x the current amount of data in the same amount of time.  I don't need to visualize the data on the machine, just post it to the web for viewing/consumption.  So, I was planning to go with the i9 processor, 32 GB RAM, but I'm wondering if the motherboards have their own video capabilities (albeit low end), and if I need to add the heat/consumption of a separate video card.  Recommendations on making this machine fast for processing?  Thanks, Joe


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