FIELD OPERATIONAL PROOF

Real-World Implementation Case Studies Across Vital Sectors

Discover how leading enterprises and research bodies achieve quantifiable operational gains, reduce safety incidents, and preserve capital using LIHAT.id.

Bogor Palm Oil Research Center: Automated Seedling Phenotyping
Agriculture & Forestry
Bogor, West Java

Bogor Palm Oil Research Center: Automated Seedling Phenotyping

Automated census counting of 50,000 polybag nursery seedlings, canopy diameter measurement, and foliar chlorosis detection using fixed cameras and drone imagery.

99.2%
Counting Precision
15 Min vs 4 Days
Census Duration
50,000 Units
Tracked Seedlings
IPB University: 250-Ha Campus Perimeter Defense & Behavioral AI
Higher Education & Smart Campus
Dramaga, West Java

IPB University: 250-Ha Campus Perimeter Defense & Behavioral AI

Automated perimeter surveillance across 250+ hectares of research forest. Detects nocturnal intrusions, forest boundary crossings, and anomalous loitering in real time.

85%
Incident Drop
<2 Minutes
Dispatch Response
64 Feeds
Connected Cameras
Manado Gold Mining: Haul Truck Driver Microsleep & Fatigue AI
Mining & Heavy Equipment Fleet
North Minahasa / Manado, North Sulawesi

Manado Gold Mining: Haul Truck Driver Microsleep & Fatigue AI

In-cabin Driver Monitoring System (DMS) AI deployed across 100-ton dump truck fleets. Tracks eyelid microsleep closures, gaze distraction, and driver yawning with 180ms audio warnings.

0 Incidents
Fatality Record
<200 ms
Buzzer Latency
38 Trucks
Haul Fleet
West Java River Basin: Staff Gauge Monitoring & Flood EWS
Water Resources & Dams
Citarum & Surroundings

West Java River Basin: Staff Gauge Monitoring & Flood EWS

Replaced flood-vulnerable submerged probes with optical CCTV reading painted centimeter staff gauges. Flood early warning alerts dispatch directly via WhatsApp bot.

±0.5 cm
Reading Precision
-70%
Maintenance Cost
99.8%
System Uptime
Cikarang Steel Plant: Automated PPE & Machine Red-Zone Defense
Manufacturing & EHS
Cikarang Industrial Estate, Bekasi

Cikarang Steel Plant: Automated PPE & Machine Red-Zone Defense

PPE compliance auditing (hardhat, hi-vis vest, gloves) across 42 camera streams. Local siren sounds instantly when workers cross overhead crane swing radiuses.

-94%
Safety Violations
99.1%
Model Precision
Zero Hours
Manual Walk Time

Have a Similar Challenge in Your Facility?

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