Synthetic Data Generation - What it Solves, Where it Fits, & Whether it Can Deliver Data Teams Trust
Synthetic data is everywhere in AI conversations!!!! But what does it actually solve? I had an amazing conversation with Michael Eckhoff on The Ravit Show at Gartner he brought this down to reality. We spoke about when synthetic data makes more sense than masking or subsetting production data.
It shines when:
• Compliance makes moving production data into lower environments a bottleneck
• Teams need data that simply does not exist
• Rare edge cases are missing from real datasets
Synthetic data lets teams generate fit-for-purpose datasets on demand without copying real customer records across…
The skinny
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