Synthetic data vs. real company data
Why invented examples cannot fully replace the real thing.
Synthetic data is generated by software rather than collected from real activity. Labs use it, but it has limits.
The limits
Synthetic records tend to be too tidy. They miss the surprises, exceptions and judgment calls that fill real operating records.
Why real data still wins
Real records capture how people actually behave under real constraints, with real outcomes. That is hard to invent.
Where they meet
Labs often combine both. Real records anchor the training in reality.
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