https://blog.procurize.ai/tags/self-supervised-learning/Recent content in Self-Supervised Learning on Smart Automation for Questionnaires & ComplianceHugoenhttps://blog.procurize.ai/self-supervised-edge-ai-for-real-time-compliance-knowledge-g/Mon, 01 Jan 0001 00:00:00 +0000https://blog.procurize.ai/self-supervised-edge-ai-for-real-time-compliance-knowledge-g/<h1 id="self-supervised-edge-ai-for-real-time-compliance-knowledge-graph-evolution">Self Supervised Edge AI for Real Time Compliance Knowledge Graph Evolution</h1> <h2 id="introduction">Introduction</h2> <p>Enterprises that operate in heavily regulated sectors—finance, healthcare, energy, and cloud services—must keep their compliance posture up to date <strong>every second</strong>. Traditional compliance pipelines rely on batch‑oriented data lakes, periodic audits, and manual policy updates. The latency between a regulatory change and its enforcement can be measured in days or weeks, exposing organizations to fines, reputational damage, and operational disruption.</p>