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Start with the query patterns

Consider reporting frequency, data freshness, concurrency, and the shape of the data. Use realistic examples in your evaluation.

Include the operating model

Compare managed services and self-operated options against the time and skills your team has. Infrastructure cost is only one part of the decision.

Make a small proof of fit

Build a representative slice, record the cost and response time, and check whether the team can operate it. Expand after the evidence supports the choice.

A planning guide. The right implementation depends on your system and requirements.

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