What the EU AI Act means for AI governance

The EU AI Act is being implemented in stages, with bans on harmful AI practices already in force, transparency obligations taking effect in August 2026, and additional requirements for high-risk sectors such as healthcare, education, and financial services expected over subsequent years. The text argues that organizations deploying AI in the EU need demonstrable lifecycle risk management, human oversight, complete change records, and rapid corrective-action capabilities, rather than relying on one-time audits or informal development processes. It presents LaunchDarkly as a runtime control platform that can support these needs through experimentation, automated guarded releases, continuous output evaluations, approval workflows, role-based permissions, real-time configuration changes, timestamped audit histories, and fallback mechanisms. While positioning these features as tools for helping organizations meet compliance expectations, it notes that they should be combined with appropriate internal processes and legal certification.

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