Source record

Published by LangChain Blog (T1.5 source). The original is at https://www.langchain.com/blog/scaling-agents-in-europe-the-middle-east-lessons-from-schneider-electric-vodafone-and-monday-com.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

LangChain examines how Schneider Electric, Vodafone, and monday.com scale AI agents in production across Europe and the Middle East, highlighting central agent platforms, LLMOps practices, multi-agent architectures, and infrastructure for observability, evaluation, and control.

Patterns from three enterprise deployments show the platform and infrastructure layer needed once agent prototypes outgrow isolated teams.

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