Recommended Reading

Cleaning up the data takes time and scarce talent*


55% of your data is untapped or unknown, or “dark”

The State of Dark Data
A Splunk Survey of 1300 Global Business & IT Leaders

95% of organizations see negative impacts from poor data quality resulting in wasted resources and additional costs…

~ Experian’s 2019 global data management report

What’s the Cost of Having a Long Supply Tail, and How Do You Determine the ‘Right’ Supply Base?

The Global Chief Procurement Officer Survey 2018 – Deloitte

IT Spend and Staffing Benchmarks 2019/2020