Free tool
Cost of Dirty Data Calculator
Estimate what dirty data costs your business each year, built on our research of 8.36 million U.S. businesses.
Estimate what bad data costs you
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We scaled Gartner's $12.9M enterprise benchmark across 8.36 million U.S. businesses. The national total: $617 billion annually.
RAND Corporation research shows 80%+ of AI projects fail. We analyzed 187,000+ job postings to find out why - which found a 46% gap in job listings for AI roles vs. more foundational data ones.
We analyzed AI hiring trends and found only 1.3% of companies had hired anyone trained in AI to run it, while just 7% (1 in 14) of companies say the lack of a skilled AI workforce is a problem ... but a majority (62%) said AI didn't have any application to their business.
The 8 Domains, the 4 Rs, and the 4 Ps ... the same framework every finding here is built upon.
Architecture. Before activation.
