Projects using Clearbit in Faisalabad

Projects using Clearbit in FaisalabadProjects using Clearbit in Faisalabad

Cover image for Built a scheduled data quality

Built a scheduled data quality pipeline that audits CRM records, flags duplicates, fills missing fields via enrichment APIs, and standardizes formats across contacts and companies. Processed 14,000 records and reduced duplicate rate from 23% to under 1% in first pass. Runs on weekly schedule with exception logging and an ops summary report auto-delivered every Monday.

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