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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.
