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Agents Weekly
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About
YGG Technology
Knowledge Base
Private LLM
AI Service
Applications
Agents Weekly
CEO Letters
About

Applications

How agents work in the wild

Real scenarios. Real numbers.

01 / 05Enterprise data / Middleware

DataWeaver

Five specialized agents cut cross-database natural-language queries from 2–3 days to 10 seconds.

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02 / 05K-12 Education / Family AI

All-Star Training Camp

A self-hostable AI family tutor that teaches 7 school subjects in a child’s own language.

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03 / 05Industrial automation / Water treatment

FuGuang Smart Phosphorus Control

Agent-driven industrial decisioning with human supervision, running steady in water-treatment operations.

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04 / 05F&B SaaS / Coffee chain / AI-Native

NiMCoffee

One cup of coffee, eight AI agents — ordering, supply chain, and operations all orchestrated by an Agent core.

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05 / 05Industrial automation / PLC programming / Engineering productivity

Siemens SCL Auto-Generation Agent

Turn "requirements + process notes + I/O table" into Siemens SCL code automatically — a 10× lever for electrical engineers.

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YGG Technology

Leading provider of enterprise-level AI agent solutions, specializing in RAG knowledge bases, private LLM platforms, and AI agents

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