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The Case for Keeping Your Analytics Data Off the Cloud

DEV Community·Rıdvan Tülünay (TulunaY)·17 days ago
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Most companies using AI for analytics don't realize what happens after they type a prompt. Their business data — sales metrics, ERP records, financial reports, supplier information — leaves their infrastructure, gets processed on external servers, and comes back as a chart or summary. For many organizations, this creates real problems. Not just theoretical privacy concerns, but actual compliance risks under KVKK, GDPR, and internal data policies. The Hidden Problem with Cloud AI Analytics Cloud AI platforms are convenient. You connect a service, send prompts, and receive answers instantly. But operationally, the model is simple: Data leaves your infrastructure AI processes it externally Results return to your system Even simple prompts may include customer information, pricing data, sales performance, production metrics, or financial trends. Organizations increasingly want more visibility into how AI systems process that information.…

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