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How do you handle it when different sources report conflicting information?

It's common for different sources to report slightly different details on the same event - a press release might round a funding amount, while a filing or direct company confirmation gives a different figure. We resolve these discrepancies using a combination of human judgement and automated logic.

For some cases, an automated waterfall applies a consistent set of rules, and in others where it's useful to show both, we distinguish between an announced and a verified figure on the platform.

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