A Swedish industrial manufacturer using an internal LC3 platform faced recurring duplicate project records that slowed sales work and forced manual sorting of overlapping entries tied to the same lead, usernames, or descriptions. Marlabs built a parameterized deduplication module that extracts key database fields, applies fuzzy matching to flag likely duplicates, integrates results back into the live LC3 application via a backend API, and generates automated reports for review. The work ran in four phases: program design and setup, API development and integration, batch execution with reporting, and ongoing continuous deduplication with monitoring and validation. The solution delivered cleaner project lists, reduced manual review, ускорated sales processes, and achieved about an 80% succes

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