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When "Roughly Right" Looks Like a Liability: Engineering Financial-Grade Data Pipelines

calendar_today August 31, 2026 person Kiran Kumar Javangula domain dzone

Analytics teams do not get too upset about small errors. If a product dashboard is off by half a percent on a Tuesday, nobody files a ticket. If your marketing funnel counts some web sessions twice, the overall trend is still okay.

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