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Phased regulatory frameworks that scale compliance requirements with company maturity are essential to prevent bureaucratic friction from stifling early-stage AI innovation.

Impact: Startups adopting compliance-by-design architectures will secure faster market entry and attract venture capital focused on sustainable, regulation-ready AI ventures.

— from EU AI Strategy: Regulation, Licensing, and European Tech Sovereignty · Kollegin KI· May 12, 2026