How can you make your data conversion simpler?

Use Simpler datapps to increase efficiency and mitigate project risk. A key benefit is the ease in which your data analysts can provide access to the data - from any table, spreadsheet or view - to anyone on the project team.

Once you have datapps, you can:

  • Easily provide access to subject matter experts, vendors, and consultants for analysis
  • Research historic values
  • Validate between source system and converted data
  • Create a permanent archive


Don't need to convert, leave in it's legacy form and we can display the continuous timeline in a datapp. No continuous rounds of perfecting data. Reduces risk for converted data after go live.

what it looks like, what it should be...

1. as is data

2. crosswalk

3. look for outlyers

hardest part is visualizing the data

the intersection for sql and domain experts

make a change and see instant results

spreadsheets are not real time.

Best testers are domain experts - they should be able to produce what data should look like and also determine why it may be wrong.

Tester is responsible for understanding issue and what needs to be done.

end users can interact with the data.

connecting to code...documentation, traceability

addresses the disconnect between conversion team and management and end users.