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JuWei AI Grid Worker

AI Agent for Grassroots Governance

Gathering wisdom in the details, connecting grassroots governance

JuWei AI Grid Worker is an AI agent application for streets, communities and villages. Built on LLM semantic understanding and agent orchestration, it delivers smart WeChat group operations, a micro work-order loop and public-opinion inspection — reaching residents through digital humans across screens, mobile and community groups.

JuWei AI Grid Worker
6Pilot deploymentsShanxi · Shandong · Guizhou · Hubei · Beijing
123Communities connected11 sub-districts in Qiakou, Wuhan
827Grid service groupsDigital grid workers on duty in-group
229kResidents coveredDistrict and sub-district pilot scale
CORE CAPABILITIES

LLMs and agent orchestration as the grid worker's foundation

01

Semantic understanding

Deep NLP analysis of data content — meaning, context and intent — with automatic tagging of sentiment, categories and departments.

02

Multimodal blending

Connects multiple LLMs with a multi-level architecture, plus multimodal AI — speech-to-text, image OCR and face recognition — combined with APIs and vector stores.

03

Agent orchestration

Centrally manages and coordinates agents and services; loose coupling and rich middleware make applications fast to build and easy to run.

04

Data value mining

Sentiment, topic and domain data tagged automatically by AI, visualized with big-data analytics.

APPLICATION SCENARIOS

Screens, mobile and community groups reach every resident

01

Digital-human kiosk

Interactive digital humans talk to residents face to face, speeding up service and cutting waiting time.

02

Mobile apps

The digital grid worker appears as a digital human across mobile devices, offering rich service entry points.

03

Community groups

Digital grid workers built into community chat groups bring the convenience of AI to residents.

SMART GROUP OPERATIONS

The daily routine of running groups, done by the platform

01

Groups at a glance

Tree-view management of groups, members and tags, activity rankings, plus kick/warn policies and sensitive-word control.

02

Announcements & sign-ups

Broadcast announcements and group sign-ups to many groups at once — live or scheduled — with one-click participation export.

03

Message inspection

Search group messages against a keyword library, showing trigger levels and message details, with one-click export.

04

Push & asset library

Scheduled pushes of text, images, videos, mini-programs and video feeds, backed by an article and video asset library.

MICRO WORK-ORDER LOOP

From group message to closed work order

01

Order generation

Turn any group message into a work order, with the surrounding 10 messages attached; mark false positives as invalid.

02

Transfer & assign

Route orders to subordinate units for transfer or assignment, with recorded reasons throughout.

03

Resolution & reply

Close online or offline; the reply is sent back to the group, @-mentioning the person who reported it.

04

Performance review

Workbench statistics for order handling, plus performance reviews for the unit and subordinate units.

INSIGHT & ANALYTICS

Inspection, sentiment and one-click reports

01

Group heat & topics

Activity rankings, topic-type distribution and multi-dimensional hot-topic analysis.

02

Public-opinion alerts

Negative-message statistics and alerts by topic, area and the group where it first appeared.

03

Sentiment analysis

Positive/neutral/negative share of messages across the organization, with trend lines.

04

One-click data reports

Group heat, hot-word clouds and key events composed into shareable reports with previews.

DATA DASHBOARD

Qiakou Smart Service Platform dashboard

Group heat, sentiment, message inspection, hot topics and key people — all on one screen.

Qiakou Smart Service Platform dashboard
COMPARISON

From "people watching groups" to "the platform runs it"

Manual grid work

People-powered; limited reach and speed
  • Messages reviewed group by group
  • Data reported by hand, not objective
  • Alerts lag behind events

JuWei AI Grid Worker

Pooled automatically, inspected intelligently, closed in a loop
  • Group messages pooled and analyzed
  • Keyword inspection with opinion alerts
  • Work orders generated and routed
PILOT RESULTS

Field deployments, from communities to villages

01

Six pilots across provinces

Deployed in Shanxi, Shandong, Guizhou, Hubei and Beijing, covering six pilot sites end to end.

02

Urban community · Qiakou, Wuhan

11 sub-districts, 123 communities and 827 grid service groups connected in Qiakou District, with digital grid workers on duty.

03

Township & village · Jinxiang, Jining

Yangshan Town connected grids at every level — government notices, news and announcements delivered in one step.

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