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Best Data Practices Before Integrating Your Business Apps

Written by Jessica Rivera | Mar 10, 2025 4:00:00 AM

Spring isn't just for dusting off your shelves and tidying up your workspace—it's also the perfect time to give your data a fresh start. Before you dive into your next CRM/ERP integration, make sure your data is as clean as possible. Trust us, the smoother your data is, the smoother your integration will go. Let's break down the essential steps for data spring cleaning, Venn-style.

Deduplicate Your Data—No One Likes Double Trouble

Duplicate records are like weeds in a garden: they seem harmless at first, but they can really take over if you don't nip them in the bud. The last thing you want during an ERP integration is multiple versions of the same customer floating around in your systems. Not only does it clutter your data, but it can also make linking transactions to the right customer impossible. So, step one is simple: Deduplicate. Deduplicate. Deduplicate. Clean data leads to clear insights!

Document Your Data Sources—Know Where Your Data Comes From

Your data is sneaky—it comes from all over the place. Whether it's from forms on your website, event registration tools, or manual entries in your CRM, you need to know where every bit of it is coming from. Think of it like a treasure map: the more you track, the easier it is to make sure everything ends up where it should be. Documenting all of your data sources helps you avoid surprises when it's time to sync systems. When in doubt, map it out!

Consistent Metadata is Key—Uniformity Wins

Imagine trying to bake a cake with 10 different recipes. One calls for sugar, another calls for honey, and one just says "sweetener." Not a fun time, right? The same thing happens with metadata. If you're using terms like “Industry” to categorize customers, make sure the values you use are consistent across all your systems. Standardization is essential for smooth sailing during integration. It's all about making sure your metadata aligns so everything fits together like puzzle pieces.

Address Format Consistency—TX or Texas, It Matters

Ever had an argument about whether it's “TX” or “Texas”? If your systems handle address formatting inconsistently, your integration will have a similar problem. One system might use the full state name, while another opts for abbreviations. These little differences can mess with your data flow. Standardizing these formats across your systems ensures that everything aligns perfectly during integration. Think of it like making sure all the puzzle pieces are turned the right way.


Appoint a Data Steward—Keep Your Data in Check

Just like you wouldn't leave your houseplant without water, don't leave your data without a steward. Appoint someone to regularly check and clean incoming data. A data steward helps keep your data in top shape, ensuring accuracy and cleanliness so your integration can go off without a hitch. Without proper oversight, even the cleanest data can start to get messy over time.

Clean Data = Smooth Integration

Cleaning up your data before an integration isn't just a “nice-to-have” step—it's a must. By deduplicating your records, documenting data sources, standardizing metadata, aligning address formats, and appointing a data steward, you're setting your integration up for success. So, take a little time to give your data the TLC it deserves before jumping into your next integration project. Your future self will thank you.

Ready to clean up your data? Let's chat about how Venn Technology can help you with seamless integrations that keep things organized and running smoothly.