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Design a Data Insights API

MediumSystem Design00:00
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Your question is Design a Data Insights API. Take a moment with it on the right.

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Problem

Scenario

You are building a service that takes structured business data and returns generated insights through an API. Clients want summaries, anomaly callouts, and follow-up explanations that stay grounded in the source data.

Question

How would you structure an API for a service that generates insights from data?