The EU AI Act compliance deadline is August 2, 2026, with penalties up to €15M for non-compliant high-risk AI systems. LangSmith and LangChain OSS tools address the Act's core technical requirements: Article 12 automatic event logging is covered by LangSmith's end-to-end tracing of every LLM call, tool invocation, and reasoning step; Article 15 accuracy and adversarial resilience requirements are met by online evaluators scoring production traces for bias, hallucination, toxicity, PII leakage, and prompt injection; Article 14 human oversight is implemented via LangGraph's interrupt primitive for pausing and resuming agent execution, annotation queues for structured human review, and webhook-based alerting. EU data residency needs are addressed through LangSmith EU SaaS, BYOC, and self-hosted deployment options.

6m read timeFrom langchain.com
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Observability and tracing: Full execution captureEvaluators: Continuous quality and safety scoringHuman oversight: Interrupt, review, and escalateWhere to startArticle crosswalk