Thanks to the numerous ETL tools available in the market, business can easily design robust data systems. If this is not enough, they can break down data silos thus making it easy for data scientists to access and analyze data before eventually turning it into business intelligence. Even though the best ETL tools are aimed at guaranteeing effortless data processing, there are still a number of challenges that businesses need to address during their implementation. Here are some of the most notable ones.
One of the biggest challenges that you need to address when using an ETL tool isdata loss orthe inaccessibilityof data for normal business processes during the extraction. This mostly occurs when there is an implementation of a change data capture (CDC). However, there are also other reasons that may eventually result to data loss. Be sure to figure out the underlying reason behind and solve it before it can lead to the downfall of your venture.
Change in Data Formats
Changes in data formats can end up making it hard for business owners to get the most from an ETL tool. Without employing the right measures in place, you will never reap maximum benefits from your ETL tool no matter how hard you try. The same case applies when there is an increase in data volume and velocity over time.
Failing to address this issue is only going to make matters worse for your organization. This is a situation you never want to find yourself in at any particular time especially after investing a lot of money in the ETL tool.
The Bottom Line
These are just but some of the challenges you need to address when using an ETL tool. If you’re still finding it hard, then it would be better to seek the help of experts in the industry during the implementation process. This way, you can solve the issues before they cost your business big time. It is then that your business is going to be a force to reckon with in the industry.
James Gunny came across Bitcoin in early 2013 and was hooked on ever since. After years of being an active member in the bitcoin community, he now aims to help promote cryptocurrency technology to the masses through his position of Senior Managing Editor at Onlinemagazinenews.com.