AI Magazine December 2023 | Page 129

15 GFT is present in more than 15 markets

35 GFT has over 35 years ’ experience of delivering deep technical IT engineering and consulting services

“ If you want an event-based architecture , then potentially you ’ d use something like NoSQL – it really depends on the business case and the client as to which architecture is best to use .”
There are a range of challenges and solutions involved in the data integration process – and Tuppen has seen them all .
“ Data integration , which is getting the original source data into the new platform , can follow a multitude of paths ,” he said . “ This is the Extract , Transform and Load ( ETL ) process . It really does depend on the architecture and whether transformation is required . Does the customer need streaming capabilities , or can they run a batch without considering that option ?”
Tuppen encourages businesses to carefully manage their data as it will be likely to explode over time . This includes duplication and replication of data over and over within the entire environment of the business .
“ Again , this increases both cost and time ,” he says . “ Maybe having all that data is necessary and maybe you are
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