Situation: Motivation question. Task: Authentic drivers. Action: Scale and reliability puzzle; turning messy data into trusted assets; impact on decisions; building infrastructure others depend on; pace of change; blend of engineering and business....
The complete answer continues with detailed implementation patterns, architectural trade-offs, and production-grade considerations. It covers performance optimization strategies, common pitfalls to avoid, and real-world examples from companies like Fragma Data Systems. The answer also includes follow-up discussion points that interviewers commonly explore.
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