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Automated Regulatory Monitoring: Our Stack

DEV Community·James·19 days ago
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How We Monitor 200+ Data Sources for Regulatory Changes EU regulations change constantly. DSGVO guidance evolves. The AI Act adds new requirements monthly. National implementations create patchwork compliance. For our clients — especially law firms and compliance officers — missing a regulatory change can mean €20M in fines. We built a system to catch changes within 24 hours. The Sources Category Sources Frequency EU primary law EUR-Lex, Official Journal Daily German federal BAnz, Bundesanzeiger Daily Industry bodies BSI, Bitkom, BDI Weekly Court decisions BGH, EuGH, OLG Weekly International ICO (UK), CNIL (FR) Weekly The Architecture Crawling Layer Custom spiders built with Scrapy and Playwright. Each source has a dedicated spider tuned to its HTML structure. Change detection: hash comparison of key sections.…

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