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Detailed technical breakdowns of real-world production systems engineered by Abhiyan Systems.
Manual extraction and verification of unstructured PDF financial statements (10-Ks, balance sheets, debt schedules) was consuming over 40 hours per week of senior analyst time. Traditional OCR failed on varied multi-column tabular layouts.
Synchronizing real-time stock balances across disparate legacy ERP systems (SAP, NetSuite, custom DBs) relied on legacy periodic cron batch jobs. Inventory lag resulted in overselling penalties and canceled customer orders.
Target e-commerce platforms aggressively altered HTML structures and engaged bot protection (Cloudflare, Akamai, PerimeterX), resulting in ~60% daily execution failure for traditional scraping scripts.