Real-Time Analytics vs Batch Processing
In practice, the vast majority of mature enterprises aren't choosing one model, they're running both, deliberately.
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In practice, the vast majority of mature enterprises aren't choosing one model, they're running both, deliberately.
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“Data loss is preventable. It's not just observable.”
Most teams putting AI agents on their data run into the same problem: context. An agent that doesn't know which table to trust or what each column means returns answers that are confidently wrong by orders of magnitude.
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