The Ledger
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ADP operates large language models in full production
“We're in full production on top of some of those large, large language models.”
Jack Berkowitz says ADP moved $3.2 trillion in money transactions last year
“So last year we moved about 3.2 trillion dollars.”
ADP uses ML to reduce 21 million job titles into 7,000 categories
“So in any given month, right, those forty million people, there's about twenty one million job titles. We run some pretty sophisticated, ah, machine learning to boil that down to about 6000, ah, or now 7000 key job categories.”
ADP pays roughly 20 percent of all workers in the United States
“We pay in the US, you know, something like 18 or 20% of people, and then we do the taxes on another You know, similar size.”
Berkowitz: ADP pays 20% to 30% of the French population
“In France, we're also, we pay something like 20 or 30% of the French population.”
Berkowitz: ADP pays about 40 million workers globally every month
“Some of the numbers are kind of astounding, so we pay in any given month about forty million people around the world.”
ADP's benchmarking database includes data from around 950,000 clients
“So we've got about 950,000 clients in this database.”
ADP's turnover prediction model runs on 57 attributes
“The turnover predictor, for example, uses 57 attributes.”
ADP's skills graph ontology is 95% automated
“Instead of having it all done by hand, it's, pfft, 95% automated.”
Berkowitz: ADP delivers reports to around 30,000 downstream systems
“We actually have something in our system like 30,000 downstream systems. You know, Fidelity, Blue Cross Blue Shield. They all get reports.”
Berkowitz: ADP can scale a new product to 5,000 clients within a year
“So, I can launch a product today and have 5000 clients on it in a year.”