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Customer Case Studies
Proven in the Field

From high-voltage substations and explosive-atmosphere refineries to university campuses, shopping malls, firefighting operations, and power distribution rooms — explore how Shaanxi Smart Innovation Future Technology quadruped robots deliver measurable operational and safety improvements across 9+ industries.

9+
Industries Served
85%
Avg. Manual Inspection Reduction
24/7
Autonomous Operation
Zero
Safety Incidents Reported
Power & Energy quadruped robot deployment — Autonomous Substation Inspection Reduces Manual Rounds by 85%
Power & Energy
Power GridThermal Imaging24/7 Autonomous PatrolFault Detection

Autonomous Substation Inspection Reduces Manual Rounds by 85%

Client: Regional Power Grid OperatorLocation: Northern ChinaPlatform: ZSL-1W + Cloud Platform

A regional power grid operator managing 12 high-voltage substations faced escalating costs and safety risks from manual inspection rounds. Inspectors were required to walk extensive patrol routes in extreme weather conditions, with limited ability to detect early-stage thermal anomalies in transformers and switchgear.

85%
Reduction in Manual Inspection Rounds
3×
Increase in Inspection Frequency
99.6%
Fault Detection Accuracy
< 2 min
Average Alert Response Time
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Oil & Gas quadruped robot deployment — IP67-Rated Robots Enable Safe Inspection in Explosive-Atmosphere Refinery
Oil & Gas
PetrochemicalHazardous EnvironmentGas DetectionIP67

IP67-Rated Robots Enable Safe Inspection in Explosive-Atmosphere Refinery

Client: Petrochemical Processing FacilityLocation: Northwest ChinaPlatform: ZSM-1 + Cloud Platform

A large petrochemical refinery required continuous inspection of processing units, pipelines, and storage areas classified as ATEX explosive atmospheres. Human inspectors faced significant safety risks, and conventional wheeled robots could not navigate the uneven terrain between processing units.

Zero
Safety Incidents During Deployment
4×/day
Inspection Frequency (vs. 1× manual)
< 30 sec
Gas Leak Alert Response
IP67
Protection in Wet/Corrosive Environments
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Security & Surveillance quadruped robot deployment — Multi-Robot Fleet Secures 2.4 km² Industrial Park Perimeter 24/7
Security & Surveillance
Perimeter SecurityAI RecognitionFleet Deployment24/7 Patrol

Multi-Robot Fleet Secures 2.4 km² Industrial Park Perimeter 24/7

Client: State-Owned Industrial Park AuthorityLocation: Eastern ChinaPlatform: ZSL-1 + ZSM-1 Fleet + Cloud Platform

A large state-owned industrial park spanning 2.4 km² required around-the-clock perimeter security and internal patrol coverage. The existing security model relied on 38 human guards working rotating shifts, resulting in high labor costs, inconsistent coverage, and delayed response to intrusion events.

62%
Reduction in Security Labor Costs
100%
Perimeter Coverage (24/7)
< 45 sec
Average Intrusion Alert Time
2.4 km²
Area Under Continuous Surveillance
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Rail Transit quadruped robot deployment — Nightly Tunnel & Track Inspection Completed in 40% Less Time with Zero Human Entry
Rail Transit
Metro TunnelRail Infrastructure3D Lining ScanTrack Geometry

Nightly Tunnel & Track Inspection Completed in 40% Less Time with Zero Human Entry

Client: Urban Metro Network OperatorLocation: Southern ChinaPlatform: ZSL-1 + Cloud Platform

A major urban metro operator needed to inspect 38 km of underground tunnel nightly within a 90-minute maintenance window. Manual inspection was too slow, data quality was inconsistent, and repeated late-night tunnel access was creating safety and fatigue risks for inspection personnel.

40%
Reduction in Nightly Inspection Window
Zero
Human Tunnel Entries for Routine Inspection
98.4%
Structural Defect Detection Accuracy
38 km
Tunnel Coverage Across 4 Metro Lines
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Data Center & Critical IT quadruped robot deployment — Hyperscale Data Center Achieves 91% Reduction in Thermal Anomaly Detection Time
Data Center & Critical IT
Data CenterThermal InspectionDCIM IntegrationAI Compute

Hyperscale Data Center Achieves 91% Reduction in Thermal Anomaly Detection Time

Client: Tier IV Hyperscale Data Center OperatorLocation: Eastern ChinaPlatform: ZSL-1 + Cloud Platform

A Tier IV hyperscale data center operator managing 48,000 m² across 6 server halls faced a 22–35 minute fixed-sensor detection lag for rack-level thermal anomalies in high-density AI compute zones running at 65 kW per rack. Routine human hall entry was restricted, leaving visual equipment inspection gaps of days to weeks.

91%
Reduction in Mean Time to Detect Thermal Anomalies
3×
Earlier Warning Lead Time vs. Fixed Sensor Baseline
0.8%
PUE Improvement from Cooling Optimization Insights
100%
Uptime — Zero Inspection-Related Outages
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Campus & Education quadruped robot deployment — Autonomous Campus Patrol Reduces Security Labour Costs by 60% Across 120-Hectare University
Campus & Education
Campus SecurityFacial RecognitionBehaviour AnalysisOvernight Patrol

Autonomous Campus Patrol Reduces Security Labour Costs by 60% Across 120-Hectare University

Client: Large Provincial UniversityLocation: Central ChinaPlatform: RZTL-1W + Cloud Management Platform

A large provincial university with 35,000+ students across a 120-hectare campus faced mounting pressure to improve security coverage while managing tightening budgets. Coverage gaps, overnight fatigue, and slow incident response were driving a search for a scalable autonomous patrol solution.

60%
Reduction in Security Labour Costs
4×
Faster Incident Detection Speed
24/7
Continuous Autonomous Patrol Coverage
98.2%
Stranger Detection Accuracy (AI)
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Power & Energy quadruped robot deployment — Power Distribution Room Inspection Detects 14 Thermal Faults Before Equipment Failure
Power & Energy
Electrical RoomThermal ImagingSwitchgear InspectionPredictive Maintenance

Power Distribution Room Inspection Detects 14 Thermal Faults Before Equipment Failure

Client: Municipal Power Distribution CompanyLocation: Eastern ChinaPlatform: RZTL-1W + Tongchui M1 + Cloud Platform

A municipal power distribution company operating 28 live electrical rooms faced a structural inspection problem: only 61% of scheduled manual inspections were completed on time, and a thermal audit revealed 8 rooms had undetected faults operating above safe temperature thresholds for months.

14
Thermal Faults Detected Before Failure
78%
Reduction in Inspection Labour
0
Personnel Entries into Live Rooms
14 mo
Payback Period (Labour Savings Only)
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Retail & Commercial quadruped robot deployment — Shopping Mall Night Patrol Robot Reduces Security Costs by 62% and Detects 31 Incidents
Retail & Commercial
Mall SecurityGas DetectionThermal ImagingOvernight Patrol

Shopping Mall Night Patrol Robot Reduces Security Costs by 62% and Detects 31 Incidents

Client: Regional Shopping Mall OperatorLocation: Southern ChinaPlatform: RZTL-1W + Cloud Management Platform

A 180,000 m² regional shopping mall was spending 34% of its facilities management budget on 22 overnight security guards — with coverage gaps every 90–120 minutes, degraded guard alertness after 2 AM, and no systematic process for detecting non-security hazards like gas leaks or electrical overheating.

62%
Reduction in Overnight Security Costs
31
Incidents Detected in Year One
< 60s
Average Incident Alert Time
−12%
Insurance Premium Reduction
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Firefighting & Emergency quadruped robot deployment — RZTM-1 Firefighting Robot Suppresses Chemical Storage Fire Without Personnel Entry
Firefighting & Emergency
Fire SuppressionHazmat ReconnaissanceAutonomous DeploymentGas Detection

RZTM-1 Firefighting Robot Suppresses Chemical Storage Fire Without Personnel Entry

Client: Petrochemical Industrial Park Fire BrigadeLocation: Eastern ChinaPlatform: RZTM-1 Firefighting Robot

A petrochemical industrial park fire brigade faced a recurring challenge: initial fire attack in chemical storage areas required personnel to advance into zones with unknown atmospheric hazards, high heat, and risk of secondary explosions. Conventional firefighting equipment could not provide real-time gas data during active suppression.

Zero
Personnel Injuries in Deployment Incidents
60 m
Standoff Distance for Fire Suppression
< 90s
Autonomous Deployment from Alarm Trigger
100%
Atmospheric Data Coverage During Suppression
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Mining quadruped robot deployment — Underground Coal Mine Gas Monitoring: 68% Reduction in Personnel Exposure
Mining
MiningGas DetectionConfined SpaceMethane Monitoring

Underground Coal Mine Gas Monitoring: 68% Reduction in Personnel Exposure

Client: Coal Mining OperationLocation: East AsiaPlatform: RZTL-1W + Multi-Gas Sensor Payload

A coal mining operation required continuous gas monitoring in underground tunnels classified as high-risk confined spaces. Manual gas checks required personnel to enter hazardous zones multiple times per shift, creating unacceptable exposure risk to methane, CO, and H2S in areas with limited escape routes.

68%
Reduction in Personnel Hazardous Exposure
12×/shift
Gas Monitoring Frequency (vs. 2× manual)
< 45s
Gas Leak Alert Response Time
Zero
Gas-Related Safety Incidents Post-Deployment
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Mining quadruped robot deployment — Copper Mine Conveyor Belt Inspection Reduces Unplanned Downtime by 41%
Mining
MiningPredictive MaintenanceThermal ImagingConveyor Inspection

Copper Mine Conveyor Belt Inspection Reduces Unplanned Downtime by 41%

Client: Copper Mining FacilityLocation: East AsiaPlatform: RZTL-1W + Thermal + Acoustic Payload

A copper mining facility operating 8 km of conveyor systems relied on manual visual inspection conducted twice per shift. The inspection frequency was insufficient to detect early-stage bearing failures and belt misalignment, resulting in frequent unplanned downtime events that disrupted ore processing throughput.

41%
Reduction in Unplanned Conveyor Downtime
8 km
Conveyor Systems Under Continuous Monitoring
6×/shift
Inspection Frequency (vs. 2× manual)
SGD 2.1M
Annual Production Loss Prevented
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Chemical Plant quadruped robot deployment — Middle East Petrochemical Refinery LDAR Program Cuts Emission Events by 54%
Chemical Plant
Chemical PlantLDARFugitive EmissionsRegulatory Compliance

Middle East Petrochemical Refinery LDAR Program Cuts Emission Events by 54%

Client: Major Petrochemical RefineryLocation: Middle EastPlatform: RZTL-1W + LDAR Sensor Payload

A major Middle East petrochemical refinery faced escalating regulatory pressure to reduce fugitive emissions from its LDAR (Leak Detection and Repair) program. Manual LDAR surveys were conducted quarterly, leaving significant gaps between surveys during which undetected leaks contributed to both environmental violations and product loss.

54%
Reduction in Emission Events
Weekly
LDAR Survey Frequency (vs. quarterly manual)
< 2 hrs
Mean Time to Detect Fugitive Emissions
USD 1.8M
Annual Product Loss Recovery
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Chemical Plant quadruped robot deployment — East Asia Chemical Plant Night Patrol Automation Reduces Labour Costs by 40%
Chemical Plant
Chemical PlantNight PatrolGas DetectionLabour Automation

East Asia Chemical Plant Night Patrol Automation Reduces Labour Costs by 40%

Client: Fine Chemicals ManufacturerLocation: East AsiaPlatform: 2× RZTL-1W + Multi-Sensor Patrol Payload

A fine chemicals manufacturer operating a 0.8 km² production campus needed to reduce night-shift labour costs while improving safety monitoring. The existing 6-person night patrol team conducted only 2 rounds per night — insufficient to detect gas leaks, equipment anomalies, or unauthorized access events during the 10-hour overnight window.

40%
Reduction in Night-Shift Labour Costs
8×/night
Patrol Frequency (vs. 2× manual)
6 → 2
Night-Shift Personnel
Zero
Gas Leak Incidents Post-Deployment (18 months)
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Water Utility quadruped robot deployment — Municipal Water Treatment Plant Achieves Zero Confined Space Incidents in 24 Months
Water Utility
Water UtilityConfined SpaceIP67Safety Automation

Municipal Water Treatment Plant Achieves Zero Confined Space Incidents in 24 Months

Client: Municipal Water AuthorityLocation: Southeast AsiaPlatform: RZTL-1W + IP67 Confined Space Payload

A Southeast Asian municipal water authority managing 340 confined spaces — pump chambers, underground pipe galleries, and valve vaults — faced high safety risk and administrative overhead from permit-to-work requirements. The authority had experienced one fatality and two serious injuries from confined space entry in the preceding five years.

Zero
Confined Space Incidents in 24 Months
100%
Confined Space Inspections Without Personnel Entry
4×/week
Inspection Frequency (vs. monthly manual)
SGD 280k
Annual Safety Compliance Cost Savings
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Water Utility quadruped robot deployment — Reservoir Dam Inspection Automates 18 km Patrol Route, Saves SGD 480k/Year
Water Utility
Water UtilityDam InspectionOutdoor TerrainFleet Deployment

Reservoir Dam Inspection Automates 18 km Patrol Route, Saves SGD 480k/Year

Client: Regional Water AuthorityLocation: East AsiaPlatform: 3× RZTL-1W Fleet

A regional water authority responsible for a major dam and reservoir complex serving 1.8 million residents faced annual inspection costs exceeding SGD 1.2M. The 18 km perimeter required daily structural inspection patrols, but the challenging terrain — steep embankment slopes, rocky outcrops, seasonal flooding — made wheeled vehicle automation impractical.

SGD 480k
Annual Inspection Cost Savings
12 → 3
Inspection Personnel
3×/day
Full Perimeter Patrol Frequency
18 km
Dam & Reservoir Perimeter Covered
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