From real scenes
to proven AI value

Rail transit | AI safety management

A rail-equipment manufacturer in Jiangsu with modern shops, large warehouses and lifting bays, plus heavy cranes and automated lines. Daily work covers heavy lifts, welding, work at height and maintenance. Traffic is high, equipment is dense, and hazards are scattered. Manual patrols leave blind spots, late alerts, slow response and no proof of violations.

Transport EHS

Energy | Wind-farm construction AI safety

A large wind project with dozens of turbines: tower lifts, excavation, nacelle work at height, outdoor hot work and electrical install. The Gobi site is vast and scattered. Falls, dropped loads, trench collapse, fire and machine injury concentrate in a harsh, high-turnover environment.

Energy EHS

Pharma | Industrial internet AI vision

A GMP sterile plant where hygiene is critical. Before the cleanroom, staff must follow a hand-wash SOP—wash, sanitize, dry—with defined time, order and repeats. It is the front line against contamination.

Pharma SOP

Power logistics | Warehouse AI vision

A large power-materials warehouse with dense racks of equipment, cable and parts. People, vehicles, loading and overhead cranes plus hot work run daily. It is a high fire-risk site. Guard and safety-officer patrols leave night gaps, missed zone entry and weak control of unsafe work. AI vision was needed for warehouse-wide safety.

Logistics EHS

Port logistics | Port AI vision

A large terminal with container yards, water, tanker vessels, loading areas and equipment rooms. Oil film, damaged boxes, birds in equipment zones, leaks and smoking are wide and hidden. Remote water points are hard to patrol.

Logistics AI Vision

Auto parts | Packing miss-build detection

A brake-system plant supplying global OEMs. Lines assemble calipers, pads and kits, then verify missing parts, layer count and pieces per layer. IATF demands traceability and packing compliance.

Automotive SOP

Petrochemical park | Site-wide EHS

A production-and-storage park with chemical, finished-goods and oil stores under a strict no-smoking, no-open-flame rule. The site is large with many hidden corners. People smoke in stairwells, restrooms and warehouse dead zones or bring unofficial hot work.

Manufacturing EHS

Construction group | Overseas project safety

An overseas mega-site under tight schedule: civil works, install, height, hot work and lifting. High turnover, mixed trades and concurrent work concentrate falls, struck-by, fire and zone intrusion.

Construction EHS

Mining group | Mine EHS monitoring

A large open-pit mine with scattered jobs: digging, haulage, crushing and processing. Heavy machines, field patrols and haul trucks share complex terrain and blind spots. Machine injury, vehicle collision, restricted-area entry and fire concentrate here.

Mining EHS

Pharma | Cleanroom gowning SOP

A high-grade sterile shop for pharma, food or electronics. Before entry, staff must complete a gowning SOP: front stand, left/right turn, raise arms for cuffs, and turn for the back—checking gown integrity as the first barrier against dust and microbes.

Pharma SOP

Pharma | Sterile gowning inspection

A well-known pharma site with strict sterile gowning. Before the cleanroom, staff must complete the official SOP covering front, side, cuffs, back, cap and shoe covers. Exposed skin or bad gowning quickly causes cross-contamination.

Pharma SOP

Auto parts | Assembly compliance & step guidance

An auto-parts plant making safety-critical components. Multi-camera coverage of pick, inspect, assemble, mark and complete. Mix of part types, sequential screws, seals and torque—high demand on accuracy and completeness.

Automotive SOP

Heavy industry | Large-part assembly SOP

A leading heavy-equipment maker serving mining, metals and infrastructure. Long process chains, precision parts and critical nodes demand quality, process compliance and safety.

Manufacturing SOP

Electronics | Production SOP digitization

A high-end electronics plant with lean goals. Multiple lines: PCB, final assembly, test and pack. SKUs change fast. Paper SOP is late, hard to read on the line and inconsistent.

Manufacturing SOP

Sewing equipment | Wiring quality inspection

A sewing-equipment maker exporting worldwide. Wiring includes multi-color cable ID, terminal crimp, plug-in and insulation wrap. A wrong or missing wire can short the machine or start an electrical fire.

Manufacturing SOP

Precision vehicles | Assembly compliance

A precision-vehicle plant with climate-controlled shops. Complex assembly: pick, inspect, fit, torque and mark. Miss, wrong part or reversed order can cause early failure and recall.

Manufacturing SOP

Home appliance packing | AI poka-yoke

A large appliance pack line for washers, fridges and ACs: accessory kits, manuals, power cords, cushioning and case close. Many parts, fast takt. Night shifts miss kits, manuals or orientation—hurting unboxing and brand.

Manufacturing SOP

Metal structures | Assembly SOP inspection

A metal-structure plant for industrial frames used in machinery and logistics. SOP covers bushing mark-off, bolt insert, torque and weld. Order and quality decide strength. A skipped step or bad fit can fail the structure.

Manufacturing SOP

EV battery | Cell polarity vision

A battery-module plant with a fixed cell polarity SOP. Reverse polarity can short and ignite. Human eyes misread poles, and there is no record when an incident happens.

Energy SOP

Plastic mold | Metal appearance AOI

A plastic-mold and stamped-metal plant with many SKUs. Export packing is strict on holes, bends and hems. First-piece and patrol checks cover faces A/B/C/D: missing/extra holes, bend done/not, hem done/not, and cracks. Focus is presence/absence, not dimensional metrology.

Manufacturing AOI

Home appliance | TV packing kitting SOP

A TV OEM packing station handles several cases in parallel. Each case needs foam cushioning ×1 and desktop stands ×2 per SOP. Operators walk between bays. Missing foam or a stand means transit damage, returns and brand risk.

Manufacturing SOP

Auto parts | Stamping appearance AOI

An auto-parts stamper of body skins and inner supports at high volume. Dies, vibration and handling cause dents, scratches, missing holes, edge shortage and local highs/lows. Skin quality shows after paint; missing holes and shortage on structure parts are assembly and safety risks.

Automotive AOI

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