AI Moves from Demo to Deployment: Daily Cross-Industry Applications (Nov 13, 2026)

Manufacturing · AI+Manufacturing

Weifu Gaoke Selected as National Excellent Smart Factory

Weifu Gaoke's "Full-Chain Intelligent Control High-Quality Auto Parts Smart Factory" was selected for the 2026 National Excellent Smart Factory list by MIIT and five other departments. It deployed 26 digital scenarios and 16 AI scenarios, leveraging large models and industrial intelligent agents for R&D virtual simulation, online intelligent inspection, and predictive maintenance.

New product trial cycle shortened 18.68%

Product defect rate down 33%

Economic Value: Formed replicable digital-intelligent quality control solution, driving cost reduction and quality improvement in high-end precision manufacturing.

Operational Value: One-item-one-code full-chain traceability; predictive maintenance reduces unplanned downtime.

Strategic Value: Helps Wuxi build "AI+" benchmark city, seizing smart manufacturing high ground.

Social Value: Outputs national smart manufacturing paradigm for auto parts sector.

Hisense Visual Selected as National Leading Smart Factory

Hisense Visual's "Value Co-creation RGB High-End Display Smart Factory" selected as 2026 National Leading Smart Factory. Its self-developed Xinghai large model, backed by 100,000+ process knowledge entries, auto-generates full process plans in 5 minutes, building industry-leading third-gen digital efficient TV production line.

Process plan generation time: 5 minutes

Process design efficiency up 75%

Economic Value: R&D cycle drastically compressed, supporting high-end display large-scale flexible delivery.

Operational Value: Intelligent agent platform + 7×24 automated test factory boosts R&D efficiency.

Strategic Value: Leading benchmark radiates to upstream/downstream SMEs, deepening "AI+Manufacturing".

Social Value: West Coast New Area cultivated 2 leading, 11 excellent factories, driving industrial chain upgrade.

Shanghai Electric Four Enterprises Selected as Excellent Smart Factories

Shanghai Electric's Shanghai Boiler Works, Shanghai Hitachi, Shanghai Mitsubishi Elevator, and Shanghai Schneider four smart factories selected for 2026 Excellent Smart Factory list. AI models and industrial intelligent agents drive replicable discrete manufacturing digital samples.

Hitachi overall labor productivity +12.16%

Hitachi per capita sales +18.02%

Unit output operating cost -11.36%

Economic Value: Multi-base collaborative cost reduction and efficiency, forming group-level smart manufacturing paradigm.

Operational Value: Digital twin millisecond virtual-real mapping; large models empower design iteration.

Strategic Value: Provides replicable path for domestic discrete manufacturing digital upgrade.

Social Value: Benchmark factories drive overall industrial chain level leap.

Healthcare · AI+Healthcare

Future Doctor MedGPT Completes Large-Scale Clinical Validation for Complex Lung Cancer

Future Doctor partnered with top-tier hospital thoracic surgery teams on 40 complex lung cancer "gray zone" cases with 250 top-tier doctors. Results: AI-assisted doctor treatment plan scores up 24.1%; model comprehensive score 96.22, far exceeding international mainstream general LLMs.

Human-AI collaboration doctor score +24.1%

MedGPT comprehensive score 96.22

Economic Value: Conditional multi-path strategy improves clinical decision efficiency, reduces ineffective treatment.

Operational Value: Multi-specialty agents consult then simulate, outputting verifiable clinical reports.

Strategic Value: China's first generative AI algorithm approved for diagnosis/treatment suggestions enters clinical use.

Social Value: Replicates top doctor experience widely, benefiting more cancer patients.

Ping An AI Doctor Debuts at Wuzhen Summit, Enables Full-Process Complex Disease Service

Ping An deployed self-developed medical LLM as AI Doctor, building GP, specialist, MDT three-level AI capabilities covering pre/during/post-diagnosis full chain. Model: "AI finds issues, multi-discipline collaboration, expert verification" serving 256M individual clients.

Daily services ~300K

First three quarters cumulative 62M services

Assisted diagnosis accuracy 96%

Economic Value: Green channel escort 25% demand handled by AI first, lowering service cost.

Operational Value: Multi-agent collaboration integrates history, imaging, molecular testing, outputs MDT reference plans.

Strategic Value: Medical LLM 3.5 tops HealthBench Hard global leaderboard, builds trustworthy verification mechanism.

Social Value: Helps county-level and medical-elderly integration quality improvement, broader quality care coverage.

Shukun Full-Body DR Large Model Extends to Grassroots Imaging Diagnosis

Shukun Technology launched full-body DR medical LLM at National AI Application Pilot Base (Medical), refined on 250K de-identified cases, covers 100+ body parts, identifies 100+ signs. Lightweight deployment on ordinary GPU workstations.

Lightweight deployment accuracy 95%+

Training cases 250K

Economic Value: No machine room retrofit needed; township hospitals can use, lowering inclusive cost.

Operational Value: Fills grassroots radiologist talent gap, shortens patient wait time.

Strategic Value: Unified medical AI foundation connects family–grassroots–hospital health chain.

Social Value: Deployed in Hebei, Changsha, Suzhou, Xiamen, Liangshan grassroots.

Agriculture · AI+Agriculture

Weichai Lovol AI "Digital Steward" Guides Farm Decisions

Weichai Lovol uses crop growth models in cloud to generate farming advice; Beidou navigation enables ±2.5cm straight-line operation precision. Builds "data–model–equipment" closed loop; model follows machinery from Northeast plains to 25-degree slopes.

Crop yield +10%

Agricultural water saved 50%

Cumulative service area 10M+ mu

Economic Value: Yield increase while saving seeds 5%, fertilizer/pesticide each 10%, boosting farmer income.

Operational Value: Sensor collection–model analysis–equipment execution–feedback full closed loop.

Strategic Value: Leverages Shandong smart machinery cluster to form hard-to-replicate vertical LLM advantage.

Social Value: Safeguards food security, from large fields to hills benefiting smallholders.

Jiangmen Taishan "Guangdong First Field" Smart Farm

Jiangmen Taishan with South China Agricultural University and Guangdong Tianhe launched comprehensive smart agriculture project. AI recognition + big data + unmanned machinery; intelligent seedling factory achieves closed precise control; overall crop yield ~3%.

Pesticide reduction per mu 850g

Seedling labor cost -60%

Per mu net income +15%

Economic Value: Green production reduces cost and increases income; affordable for farmers.

Operational Value: Command center coordinates irrigation, pest control, machinery scheduling; efficiency significantly up.

Strategic Value: Government stage, university empowerment, enterprise implementation three-party collaboration paradigm.

Social Value: Academician Luo Xiwen team goes to fields, full-chain service.

Beidahuang "Shennong LLM" Agricultural Service Platform

Beidahuang 600K planters, 48M mu large fields via Beidahuang Agricultural Service APP achieve full-cycle digital support. Introduces Shennong LLM, Tiangong Kaiwu Cold-Region LLM, builds plot digital archives via "air-space-ground-human-machine" integrated perception.

Service area 48M mu

Planters 600K households

Coverage 31 provinces

Economic Value: Industry-university-research AI fusion lowers agricultural service marginal cost, raises per-mu benefit.

Operational Value: "Zhirang Holographic One Map" real-time updates plot archives and farming advice.

Strategic Value: Cold-region agriculture knowledge graph consolidates national food security digital foundation.

Social Value: Million farmers share LLM-level farming decision capability.

Transportation · AI+Transportation

Beijing "15th Five-Year" Transport Infrastructure Digitalization Rate Target 95%

Beijing's "15th Five-Year" Modern Comprehensive Transport System Development Plan sets 4 aspects, 18 indicators. Targets: smart transport brain, dual-smart demo zone signal lights full coverage and smart control, transport vertical LLM, professional intelligent agents deployment.

2030 digitalization rate target 95%

2025 baseline 73.5%

Economic Value: Consolidates scattered pilots into annual-budget-divisible five-year tasks, guides 100B+ investment.

Operational Value: Signal lights 100% smart control; parking static/dynamic data 100% open.

Strategic Value: Procurement shifts from system integration to "model capability + intelligent agent + operations".

Social Value: Accident deaths down 3% as binding indicator; safety baseline for smart transport.

Qianfang Kunchao Signal Control Intelligent Agent Passes CSTC Highest Level 5

Qianfang Technology Kunchao Signal Control Intelligent Agent passes China Software Testing Center intelligent agent quality grading test, achieves highest Level 5, first transport intelligent agent at this level. Auto-inspects every 15–20 minutes, dynamically optimizes signal timing.

Deployed intersections 62→102

Main intersection delay -15%

Arterial stops -25.2%

Economic Value: Closed-loop first, then evaluation, then expand points; lowers per-intersection delivery and trust cost.

Operational Value: Auto-inspection eases intersection conflicts, reduces commute delay and parking wait.

Strategic Value: Evaluation standards become citable third-party conclusions, guiding industry intersection-level metrics.

Social Value: Improves city operation efficiency and resident travel experience.

Wuxi Vehicle-Road-Cloud "Youru LLM" Full-Domain Standardization

2026 ICV Eco Conference released "Wuxi Vehicle-Road-Cloud Integrated Service Capability" and full-domain national-standard traffic digital signal standardization service. Aerospace Dawa "Youru LLM" filing completed; initially built full-domain full-coverage vehicle-road-cloud collaborative environment.

Jan-Sep industry revenue 17.58B CNY

Revenue YoY +22.9%

Chain leaders & innovative enterprises 80+

Economic Value: Digital signals from local capability to externally deliverable standard service; revenue high growth.

Operational Value: Signal phase and green wave schemes unified interface output; OEMs and map vendors connect per standard.

Strategic Value: Vehicle-grade chip pilot platform unveiled; vehicle-road-cloud industry alliance solidifies autonomous foundation.

Social Value: Full-domain collaboration enhances public travel safety and efficiency.

Finance · AI+Finance

CMB LLM Large-Scale Operation, Daily Tokens Exceed 80B

As of Sep-end, CMB LLM applications landed 1500+ scenarios; bank-wide daily token volume >80B, ~1.4x growth since May-end. AI shifted from assisted Q&A to credit, wealth, risk core business autonomous execution.

Landed scenarios 1500+

Daily tokens >80B

Economic Value: High-frequency business becomes stable productivity; digital labor handles massive workload.

Operational Value: Customer-facing "Gong Xiao Zhi" lowers service threshold; branch high-frequency business efficiency near +50%.

Strategic Value: Anti-fraud intelligent agent strengthens pre-interception; risk identification accuracy significantly up.

Social Value: From system accessible to intelligent agent callable; inclusive, safe, trustworthy finance.

CITIC Bank AI Wealth Assistant & Centralized Operations 2.0

CITIC Bank AI wealth assistant drives product screening and marketing material production efficiency 5x; credit due diligence report generation assistant compresses financial analysis and industry analysis time 80%; counter intelligent assistant "Zhi Xiao Ying" business pre-review success rate 96.06%.

Marketing material efficiency +5x

Financial analysis time -80%

Centralized operations efficiency +70%

Economic Value: Multimodal LLM + OCR + rule engine iteratively reshapes operations flow.

Operational Value: "Zhi Xiao Ying" improves intelligent recognition and form-filling replacement rate, reduces customer wait.

Strategic Value: AI scaled into lending, forex, corporate accounts core scenarios.

Social Value: Business handling more efficient and smooth, enhances customer experience.

Minsheng Bank Shanghai Post-Loan Inspection Intelligent Agent

Minsheng Bank Shanghai Branch based on iAgent intelligent agent foundation reconstructs post-loan inspection, warning reporting, tenant supervision. Multi-agent collaboration connects "data–judgment–work order" full chain; past multi-day manual checks compressed to minutes.

Check duration 1–2 hours vs 3–4 days

Core scenario efficiency +90%

Economic Value: Risk control front-loaded; builds warning system to reduce NPL losses.

Operational Value: Multi-agent collaboration achieves data-to-work-order auto closed loop.

Strategic Value: Establishes regional bank post-loan risk control intelligent benchmark.

Social Value: Safer, stabler credit services benefit real enterprises.

Social Governance · AI+Social Governance

CAS Brain Releases 4 Frontline Urban Intelligent Agents

2026 Zhongguancun AI & Future City Forum released 67 panoramic empowerment typical cases, 4 CAS Brain gov-enterprise intelligent agents, 51 "AICITY·AI Empowering City Practice" samples. Product focus shifts to on-site task execution and cross-link collaboration.

Panoramic empowerment cases 67

City practice samples 51

New intelligent agents 4

Economic Value: Intelligent agents move from decision support to on-site execution, lowering governance labor cost.

Operational Value: "Lingxi" analyzes 12345 work orders, merges demands, prompts contradiction risks, pushes "resolution before complaint".

Strategic Value: "ZBot" embodied intelligent agent pioneers city autonomous inspection new form.

Social Value: "Policy finds people, service to door"; welfare policies precisely match key groups.

Yixing 12345 EazyBot Intelligent Dispatch Robot

Yixing Data Bureau via EazyBot intelligent agent connects 12345 hotline, public sentiment, public opinion monitoring systems; auto-identifies risk features, organizes 30 key topic intelligent warnings; online intelligent dispatch robot achieves ultra-fast demand distribution.

Dispatch time -85%+

Dispatch accuracy 98.6%

Overdue sign-off -38%

Economic Value: RPA robots auto sign-off remind; grassroots burden significantly reduced.

Operational Value: From "case handling" to "source resolution of a class of problems".

Strategic Value: Digital-intelligent empowerment builds "people call, data responds" governance mechanism.

Social Value: As of Oct handled 293.5K demands; satisfaction tops Wuxi.

Qianjiang AI Dispatch, Conflict Resolution Accelerates

Qianjiang District via Digital Chongqing LLM builds 6 intelligent agents: data labeling, intelligent dispatch, etc. Cleaned/labeled 13.6K historical cases; dual-line independent reasoning, secondary verification; aggregated 120K+ demand data.

Info element extraction accuracy 87.3%

Intelligent dispatch accuracy 86.7%

Processing cycle -30%

Economic Value: Work order mis-dispatch, back-and-forth returns significantly reduced; lowers admin cost.

Operational Value: "Two-level architecture, three-level processing" promotes same-type demands escalated handling.

Strategic Value: "Dual-letter supervision" solidifies responsibility; conflict risk closed-loop write-off.

Social Value: "Handle one case, govern a category"; safeguards people's legitimate rights.

Terminals · AI+Terminals

OmAI Lianhui Launches Homer Good Horse G2 Edge-Side Assistive Glasses

OmAI Lianhui launched world's first mass-produced AI assistive glasses with edge-native multimodal model: Homer Good Horse G2. Based on self-developed VLX edge streaming multimodal model; targets visually impaired, low vision, elderly vision decline; supports offline broadcast and other autonomous services.

Product positioning: world's first edge-native

First-sale platforms: 4 major mainstream

Economic Value: Edge-native model mass production opens wearable vertical scenario track.

Operational Value: Real-time perception, spatial understanding, continuous interaction; offline autonomous service.

Strategic Value: Validates edge AI productization and vertical scenario landing comprehensive capability.

Social Value: Provides inclusive, reliable barrier-free assistance for visually impaired and elderly.

Edge AI Hardware New Cycle: Phones First Break Half, Glasses High Growth

IDC predicts 2026 China next-gen AI phone shipments 147M units, YoY +31.6%, 53% of total smartphone market, share first exceeds 50%. Counterpoint: H1 global AI glasses shipments YoY +263%.

AI phone shipments/share 147M/53%

AI glasses shipment YoY +263%

Economic Value: NPU compute, acoustics/optics, battery and whole-device volume drive consumer electronics new cycle.

Operational Value: Low latency, offline usable, privacy local retention; reshapes interaction paradigm.

Strategic Value: Compute-in-memory and 2nm process race starts; domestic chain benefits.

Social Value: Localized AI inclusive for masses; personal intelligent agents integrate into daily rigid needs.

Investment Promotion · AI+Investment Promotion

GBA Launches First "AI Investment Promotion Application Model"

2026 GBA Global Investment Promotion Conference released 42 representative major projects, 197.4B CNY; launched "Invest Guangdong·AI Investment Promotion Application Model". "Xiao Yue" intelligent assistant aggregates 21 cities million-level authoritative data; one-click generates landing plans.

Conference project amount 197.4B CNY

Key projects 42

First four conferences signed >9T CNY

Economic Value: AI investment promotion model lowers site selection and cost calculation threshold, accelerates project landing.

Operational Value: AI shifts from recruited track to data infrastructure of investment promotion operations.

Strategic Value: Comparative advantage shifts from land/tax to industrial data and scenario matching efficiency.

Social Value: First four conferences start rate >90%; drives regional high-quality employment.

Fujian "Youfu You AI" Investment Promotion Matchmaking Signs 2.336B

During 9th CIIE, Fujian held "Meet at CIIE·Youfu You AI" AI investment promotion matchmaking; released 51 key AI investment projects, 56 application scenario projects; 16 AI investment projects signed on-site, total investment 2.336B CNY.

Key investment projects 51

On-site signed 16

Signed total 2.336B CNY

Economic Value: Fuzhou-Xiamen-Quanzhou three cities differentiated collaboration; cultivates five tracks future industries.

Operational Value: Province-city-county investment departments face-to-face continuous talks; promotes intention-to-sign conversion.

Strategic Value: Leverages "Digital Fujian" first-mover advantage; makes AI core engine for new quality productivity.

Social Value: Builds "Invest in Fujian" brand; empowers high-quality development.

8 AI Tech Projects Settle in Nantong Development Zone

Nov 11, 8 AI tech projects including Visual Perception, CenChuan Tech, Qubei Medical signed into Nantong Development Zone Zilang Smart Valley; covering AI+smart manufacturing, AI+industrial safety, AI+smart healthcare; highly aligned with "AI+Manufacturing" core direction.

Signed projects 8

Coverage 3 frontier tracks

Economic Value: Edge AI, industrial safety, smart healthcare projects synergistically strengthen industrial ecosystem.

Operational Value: "3+1" leading industry system plus efficient government services accelerate landing.

Strategic Value: Zilang Smart Valley becomes regional AI industry "circle of friends" aggregation carrier.

Social Value: Qubei Medical etc. sprint for STAR Market; drives local employment and upgrade.

Rural Governance · AI+Rural Governance

Feidong Liangyuan "Airborne Grid Workers" Patrol New Governance Outlook

Feidong County Liangyuan Town introduces drones + AI into grassroots governance; creates all-weather on-duty "airborne grid workers". Focuses on open burning, illegal dumping, black-odorous water, farmland occupation; achieves "discover–locate–dispose" minute-level closed loop.

Cumulative flights 1,375 sorties

Full-domain patrol 8 hours / efficiency +4x

AI recognition accuracy 95%+

Economic Value: Solves remote village "can't see all, can't see, can't catch up" patrol difficulties.

Operational Value: "High-pole monitoring + drone" collaboration; fire early warning at first smoke.

Strategic Value: Full-domain imagery base map continuously accumulated; cross-department efficient collaboration.

Social Value: Most issues "discovered same day, disposed same day"; guards township peace.

Yizhou "Village Chief AI Assistant" Full Coverage 211 Villages

Guangxi Hechi Yizhou District "Village Chief AI Assistant" platform is Guangxi's first county-wide rural smart service carrier; 16 towns, 211 admin villages (communities) included; accesses multiple domestic LLMs and four knowledge bases; second-level response.

Coverage 16 towns / 211 villages

Village cadre affair time -40%

Economic Value: Intelligent consultation handles >60% daily policy queries; cost reduction and efficiency.

Operational Value: One-click generates meeting minutes, ledger management; reduces text-work consumption.

Strategic Value: Integrated into party-building-led rural governance overall plan; avoids info silos.

Social Value: Village cadres free time to visit farmers, participate in industry building.

Guichi Meicun "Smart Meicun" Smart Governance Platform

Guichi District Meicun Town via "Smart Meicun" platform builds "party building leadership, intelligent perception, dual-letter supervision, multi-party co-governance" model. 527 intelligent monitoring channels all-weather patrol; installs one-click alarm devices for solitary elderly; AI intelligent identification pushes hidden dangers from passive discovery to active early warning.

Intelligent monitoring 527 channels

Solitary elderly one-click alarm 300+ units

Economic Value: "Dual-letter supervision" solidifies responsibility; conflict risk closed-loop write-off reduces cost.

Operational Value: AI portrait tracing, water area risk warning; full-domain hidden danger active early warning.

Strategic Value: Mountainous solitary elderly "digital insurance"; tech empowers peace building.

Social Value: Tech evidence + mechanism breakthrough; resolves grassroots conflicts more fairly and efficiently.

Industry · AI+Industry

Wuzhen "Future Factory" Pavilion Showcases AI+Manufacturing Panorama

2026 WIC "Light of Internet" Expo "Future Factory Manufacturing Future" pavilion; around six high-value AI+manufacturing scenarios: intelligent control, intelligent research, intelligent manufacturing, etc. Brings intelligent workshops, industrial intelligent agents to exhibition; 70+ substantive cooperations reached on-site.

On-site cooperations 70+

New material discovery cycle 5 years → 3 months

Fabric piece cutting success rate 98%+

Economic Value: New material R&D cycle compressed 90%; rare plant raw material mass production cost reduction.

Operational Value: Industrial intelligent agents real-time analyze anomalies; production line "can speak".

Strategic Value: OpenHarmony + industrial LLM builds autonomous controllable industrial OS foundation.

Social Value: Provides replicable sample for traditional industry transformation.

MIIT "Master Craftsman Experience" Industrial Intelligent Agents Scaled Promotion

State Council Information Office press conference disclosed: first three quarters "AI+Manufacturing" formed 1000+ application scenarios in 20 industries including steel, auto, pharma; selected 100+ industrial intelligent agents condensing "master craftsman experience"; tacit experience precipitated into data and models.

Covered industries 20

Application scenarios 1000+

Harbin Electric sales growth 17%+

Economic Value: Smart factories drive yield, delivery, quality consistency systemic improvement.

Operational Value: Master craftsman experience encapsulated as intelligent agents; solves knowledge inheritance break.

Strategic Value: Written into "15th Five-Year" traction key tasks; from benchmark to scaled promotion.

Social Value: Lowers SME intelligent threshold; industrial workers shift to high-value posts.

Key Trends Summary

Seven key trends identified:

Intelligent agents become new delivery form

Industrial intelligent agent cluster collaboration

Vehicle-road-cloud scaled commercialization

Urban super-intelligent body reconstructs governance foundation

Dividends sink to county/rural

Edge AI hardware new cycle

Capital & compute leverage investment promotion

AI is moving from "showcasing" to "practical work", becoming new infrastructure reshaping production processes across thousands of industries. This issue's 28 cases cover 10 scenarios: manufacturing, healthcare, agriculture, transportation, finance, social governance, terminals, investment promotion, rural governance, industry. Quantitative indicators generally point to efficiency leaps and cost reductions; trustworthiness, compliance, auditability become prerequisites for landing in key fields.