Engineering Machine - not video gaming selection

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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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