Schneider Electric Runs 60-Plus AI Agents in the Wild
350-person team keeps everything on their own AWS setup for control
2 months ago
TL;DR:
- Over 60 agents live across more than 100 countries
- Self-hosted LangSmith on EKS handles the load
- Security rules drive every decision in energy
Schneider Electric has over 60 AI agents running in production across more than 100 countries. Their AI Hub team of 350 experts manages it all with a self-hosted LangSmith setup on AWS EKS. One of the tools is an assistant used by 160,000 employees.
They put real effort into observability, evaluation, and deployment because LLMs stay unpredictable – prompt tweaks, shifting agent behavior, all of it. Everything stays inside their own environment for security and compliance, which matters a lot in energy.
Large regulated companies are moving past experiments toward dependable agent systems, choosing oversight and tracking instead of whatever seems easiest.