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Automated Regulatory Monitoring: Our Stack

DEV Community·James·6 months ago
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#elasticsearch#postgres#search#changes#weekly
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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.…

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