Ground-based surveys require significant manpower, equipment and cost.
Farmers often struggle with monitoring crop health, soil quality, and pest infestations, leading to inefficient resource use and reduced
Limited Coverage – Ground surveys only cover small areas and take long time.
Fire zones in hard-to-reach areas, especially in rough terrain or elevated areas like rooftops.
Safety High Risk – Inspections require the presence of personnel in harsh conditions.
Difficult Asset Monitoring – Tracking haul roads, conveyor belts, and remote assets is challenging across vast mine sites.
Limited Coverage – Ground and helicopter inspections miss details and cannot provide continuous monitoring.
Safety Hazards – Climbing transmission towers, working near live lines.
Rescue teams often face rough terrain, slowing down or even blocking access.
Difficulty accessing informal or narrow areas, which complicates data collection and site assessments.
Time-Consuming Inspections – Manual checking of panels is slow and inefficient.
High-Risk Climbing – Tower technicians face falls, electrical hazards, and harsh weather exposure.
Restricted Accessibility – Many heritage sites are fragile, remote, or structurally unsafe, limiting ground inspections.
High Operational Risk – Manual inspections expose personnel to hazardous environments.
Traditional Methods Challenges: Safety High Risk – Inspections require the presence of personnel in harsh conditions. Limited Visibility –
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